├── now.json ├── .gitignore ├── _config.yml ├── res ├── tf.jpeg ├── xx.gif ├── gsoc.jpg └── images │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ ├── 6.png │ ├── 7.png │ ├── 8.png │ ├── 9.png │ ├── 10.png │ ├── 11.png │ ├── 12.png │ ├── 13.png │ ├── 14.png │ ├── 15.png │ ├── 16.png │ ├── 17.png │ ├── 18.png │ ├── 19.png │ ├── 20.png │ ├── 21.png │ ├── 22.png │ ├── 23.png │ ├── 24.png │ ├── 25.png │ ├── 26.png │ ├── 27.png │ └── 28.png ├── CONTRIBUTING.md ├── docker.md ├── GSOC.md ├── Archive.md ├── DistributedSystems.md ├── LICENSE ├── HOW-TO-CONTRIBUTE.md ├── Nodejs.md ├── Blockchain.md ├── DataStructuresCheetSheet.md ├── Android.md ├── projects.md ├── ML.md ├── Publish.md ├── Python.md ├── DataScienceConferences.md ├── Machine_cleansheet.md ├── CheatSheet.md ├── git-cheatsheet.md ├── CONTRIBUTORS.md └── translation ├── README-zh-TW.md ├── README-es.md └── README-ger.md /now.json: -------------------------------------------------------------------------------- 1 | {} 2 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opportunties around you apart from academics. 4 | 5 | 1. Checkout [README.md](README.md) for list of resources. 6 | 7 | 2. Add resources which you think should be useful for others. It can be anything like coding resources, hackathons, events, scholarships or Internship. 8 | 9 | 3. Please don't remove any resources or content from README.md 10 | 11 | 4. Make sure to add your resources in correct section as mentioned in Table of Content. 12 | -------------------------------------------------------------------------------- /docker.md: -------------------------------------------------------------------------------- 1 | # Docker 2 | 3 | ![docker](https://user-images.githubusercontent.com/39133739/47615583-b76c8880-dad6-11e8-9cb8-09149df934d5.png) 4 | 5 | ## Blogs 6 | 7 | - [What is Docker?](https://dev.to/djangostars/what-is-docker-and-how-to-use-it-with-python-tutorial-87a) 8 | - [Installation](https://docs.docker.com/install/linux/docker-ce/ubuntu/) 9 | - [Why Docker?](https://dev.to/abiodunjames/why-docker-creating-a-multi-container-application-with-docker--1gpb) 10 | - [Docker Guide](https://dev.to/drminnaar/docker-guide---part-1--57c8) 11 | 12 | ## Video Tutorial 13 | - [Free Course](https://www.youtube.com/watch?v=h0NCZbHjIpY&list=PL9ooVrP1hQOHUKuqGuiWLQoJ-LD25KxI5) :star: 14 | -------------------------------------------------------------------------------- /GSOC.md: -------------------------------------------------------------------------------- 1 | 2 | 3 | # A to Z Resources for Students ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) 4 | 5 | 6 | ![Image](res/gsoc.jpg) 7 | 8 | # Google Summer of Code 9 | 10 | ## 1. List of Top Orgranisation in GSOC 11 | ### a. Mozilla 12 | 13 | ### b. The Apache Software Foundation (Java, C, Erlang) 14 | 15 | ### c. Django Software Foundation(Python, Django) 16 | 17 | ### d. FossAsia(Java, Javascript) 18 | 19 | ### e. Git (C, Shellscript) 20 | 21 | ### f. Gnome (C, Python, Javascript) 22 | 23 | ### g. Institute for Artificial Intelligence (C++, Python) 24 | 25 | ### h. Metasploit (Ruby, Python ,C) 26 | 27 | ### i. Teammates (Java, Google Cloud Engine) 28 | # COMING SOON 29 | 30 | - TODO 31 | -------------------------------------------------------------------------------- /Archive.md: -------------------------------------------------------------------------------- 1 | ### Startup Programs and Schools 2 | 3 | > **Add in Proper Section after research** 4 | 5 | 1. Build.org 6 | 2. Young Entrepreneurs Academy 7 | 3. Future Founders 8 | 4. Global Engagement Summit ( Illinios ) 9 | 5. Whatever it takes 10 | 6. 1517 Fund 11 | 7. We are Family Foundation 12 | 8. SEED SPOT 13 | 9. One Young Summit 14 | 10. Miami Dade College (Florida) 15 | 11. African Leadership Academy 16 | 12. ASU Changemaker Central (Arizona) 17 | 13. United World College 18 | 14. CU Boulder (Entrepreneurship Programs) 19 | 15. Youth Initiative High School (Wisconsin) 20 | 16. Think Global Schools 21 | 17. School of Entrepreneurship and Technology (California) 22 | 18. The Future Project 23 | 19. Global Citizen Year 24 | 20. Ashoka Youth Venture 25 | 21. Thread 26 | -------------------------------------------------------------------------------- /DistributedSystems.md: -------------------------------------------------------------------------------- 1 | ## Distributed Systems Cheet Sheet 2 | 3 | ### Gossiping, P2P Networks, DHTs 4 | 5 | - Epidemic Based Algorithms 6 | - Gossip Based Algorithms 7 | - Napster 8 | - Gnutella 9 | - Pastry DHT 10 | - Chord DHT 11 | - Freenet 12 | - BitTorrent 13 | 14 | ### Distributed Algorithms 15 | 16 | - Ordering of Events in a Distributed System 17 | - Lamport's Mutual Exclusion Algorithm 18 | - Ricart Agarwala Algorithm 19 | - Token based Mutual Exclusion 20 | - Leader Election 21 | - Minimum Spanning Tree 22 | - Paxos 23 | - 2-Phase Commit 24 | - 3-Phase Commit 25 | 26 | ### Practical Systems 27 | 28 | - Map Reduce 29 | - Hadoop 30 | - Google File System 31 | - Google Percolator 32 | - Amazon Dynamo 33 | - Coda 34 | - AFS and NFS 35 | - Corona 36 | - Condor 37 | - Cassandra 38 | - Hbase/Bigtable 39 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2018 Deepak Kumar 4 | 5 | Permission is hereby granted, free of charge, to any person obtaining a copy 6 | of this software and associated documentation files (the "Software"), to deal 7 | in the Software without restriction, including without limitation the rights 8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell 9 | copies of the Software, and to permit persons to whom the Software is 10 | furnished to do so, subject to the following conditions: 11 | 12 | The above copyright notice and this permission notice shall be included in all 13 | copies or substantial portions of the Software. 14 | 15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR 16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, 17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE 18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER 19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, 20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE 21 | SOFTWARE. 22 | -------------------------------------------------------------------------------- /HOW-TO-CONTRIBUTE.md: -------------------------------------------------------------------------------- 1 | ## How to Make a Pull Request ? 2 | 3 | Every Expert was once a beginner, so if you are facing difficulties or don't know how to make pull request. Don't worry, we are here to help you. 4 | 5 | ### Prerequisites 6 | 1. **You should have an account on GitHub**. 7 | 2. **You should have [git](https://git-scm.com/) installed on your computer**. 8 | 9 | ### Step 1 : 10 | Fork the repository by clicking on FORK button. 11 | 12 | ### Step 2 : 13 | Clone the repo on your computer using git bash. 14 | 15 | ``` 16 | git clone https://github.com/dipakkr/A-to-Z-Resources-for-Students.git 17 | ``` 18 | ### Step 3 : 19 | Create a new Branch (follow the command given below ) 20 | 21 | ``` 22 | git checkout -b my-branch 23 | ``` 24 | 25 | ### Step 4: 26 | Go to file "CONTRIBUTORS.md" and add you name. 27 | 28 | ### Step 5 : 29 | Commit and push your changes. 30 | 31 | ``` 32 | git add . 33 | git commit -m "added first commit" 34 | git push origin my-branch 35 | ``` 36 | 37 | ### Step 6 : 38 | Now, go to your forked repository on GitHub and Click make New Pull request. 39 | 40 | ### Step 7 : 41 | Congratulations !!! You have successfully made your first contribution on GitHub. 42 | 43 | Feel free to reach out in case you are facing any difficulties. 44 | -------------------------------------------------------------------------------- /Nodejs.md: -------------------------------------------------------------------------------- 1 | # A Set of resources to understand Nodejs 2 | 3 | ## Table of Contents 4 | 5 | 1. [Understand Nodejs](#1-understand-nodejs) 6 | 7 | - [Not to miss the official docs](https://nodejs.org/api/) 8 | - [What is nodejs - FreeCodecamp](https://medium.freecodecamp.org/what-exactly-is-node-js-ae36e97449f5) 9 | - [Node.js V8 internals: an illustrative primer](https://codeburst.io/node-js-v8-internals-an-illustrative-primer-83766e983bf6) 10 | - [What you should know to really understand the Node.js Event Loop](https://medium.com/the-node-js-collection/what-you-should-know-to-really-understand-the-node-js-event-loop-and-its-metrics-c4907b19da4c) 11 | 12 | 13 | 2. [Event Loop](#2-event-loop) 14 | 15 | - [Philip Roberts: What the heck is the event loop anyway? | JSConf EU](https://www.youtube.com/watch?v=8aGhZQkoFbQ) 16 | - [Event Loop series - Part 1](https://jsblog.insiderattack.net/event-loop-and-the-big-picture-nodejs-event-loop-part-1-1cb67a182810) - *Great read for understanding nodejs with practical examples 17 | 18 | 3. [Tutorials](#3-tutorials) 19 | - [Node Oauth Implementation](https://www.sohamkamani.com/blog/javascript/2018-06-24-oauth-with-node-js/) 20 | - [Twitter Bot Tutorial - Node.js](https://www.youtube.com/playlist?list=PLRqwX-V7Uu6atTSxoRiVnSuOn6JHnq2yV) 21 | -------------------------------------------------------------------------------- /Blockchain.md: -------------------------------------------------------------------------------- 1 | # Blockchain 2 | 3 | ## Basics 4 | + Good resource for beginners: https://www.youtube.com/watch?v=_160oMzblY8&t=393s 5 | + Simply Explained Playlist by SAVJEE (highly recommended): https://www.youtube.com/playlist?list=PLzvRQMJ9HDiSbvXWQ7OdgVccdr7Wni5Qw 6 | + Simple Handon using JAVASCRIPT - SAVJEE (highly recommended): https://www.youtube.com/playlist?list=PLzvRQMJ9HDiSbvXWQ7OdgVccdr7Wni5Qw 7 | + Siraj Raval youtube cryptocurrencies series on youtube : https://www.youtube.com/playlist?list=PL2-dafEMk2A7jW7CYUJsBu58JH27bqaNL 8 | 9 | ## Ethereum and smart contracts 10 | + Highly recommend this course: https://www.udemy.com/ethereum-and-solidity-the-complete-developers-guide/ 11 | + A good resource to learn dApp development by coding your own game: https://cryptozombies.io/ 12 | + A good grasp on concepts of Decentralised Applications: https://www.theschool.ai/courses/decentralized-application/ 13 | + Excellent course on Coursera: https://www.coursera.org/learn/blockchain-foundations-and-use-cases 14 | + Best Handon course by DApp University(Highly Recommended) complete playlist: https://www.youtube.com/playlist?list=PLS5SEs8ZftgWFuKg2wbm_0GLV0Tiy1R-n 15 | + Course on Coursera : https://www.coursera.org/learn/blockchain-basics 16 | 17 | ## Hyperledger fabric 18 | + For getting started: https://hyperledger-fabric.readthedocs.io/en/release-1.1/write_first_app.html 19 | + Paid but worth it | Udemy: https://www.udemy.com/hyperledger/ 20 | + IBM hyperledger fabric study material : https://www.ibm.com/blockchain/hyperledger 21 | + really valuable course by linux foundation | https://www.edx.org/course/blockchain-for-business-an-introduction-to-hyperledger-technologies 22 | 23 | ## More about Blockchain 24 | + Step by step guide for beginners https://blockgeeks.com/guides/what-is-blockchain-technology/ 25 | + What is Blockchain Technology https://www.coindesk.com/information/what-is-blockchain-technology/ 26 | -------------------------------------------------------------------------------- /DataStructuresCheetSheet.md: -------------------------------------------------------------------------------- 1 | ## Data Structures Cheet Sheet 2 | **Best way to learn any data structure is to read about it first, understand it and then dive into solving problems using that data structure!** 3 | - [Segment Tree](https://www.hackerearth.com/practice/data-structures/advanced-data-structures/segment-trees/tutorial/) - **Segment Tree is used in cases where there are multiple range queries on array and modifications of elements of the same array.** 4 | **Goto problems:** 5 | - [GSS1- SPOJ](https://www.spoj.com/problems/GSS1/) - **EASY** 6 | - [GSS3- SPOJ](https://www.spoj.com/problems/GSS3/) - **EASY** 7 | - [More Easy Problems](https://www.hackerearth.com/practice/data-structures/advanced-data-structures/segment-trees/practice-problems/?sort_by=undefined&p_level=E) - **List of easy segment tree problems. Go for the medium diffculty ones once you are comfortably with easy.** 8 | - [GSS4- SPOJ](https://www.spoj.com/problems/GSS4/) - **MEDIUM** 9 | - [BRCKTS](https://www.spoj.com/problems/BRCKTS/) - **MEDIUM** 10 | - [FREQUENT](https://www.spoj.com/problems/FREQUENT/) - **MEDIUM** 11 | - [HORRIBLE](https://www.spoj.com/problems/HORRIBLE/) - **MEDIUM** 12 | - [Segment Tree with Lazy Propagation](https://www.hackerearth.com/practice/notes/segment-tree-and-lazy-propagation/) - **The usual segment tree with a different(lazy) approach to updating an interval** 13 | - [Help Ashu](https://www.hackerearth.com/practice/data-structures/advanced-data-structures/fenwick-binary-indexed-trees/practice-problems/algorithm/help-ashu-1/) - **EASY** 14 | - [DQUERY](https://www.spoj.com/problems/DQUERY/) - **EASY** 15 | - [Roy and Coin Boxes](https://www.hackerearth.com/practice/algorithms/dynamic-programming/introduction-to-dynamic-programming-1/practice-problems/algorithm/roy-and-coin-boxes-1/) - **EASY** 16 | - [A Simple Task](https://codeforces.com/contest/558/problem/E) - **MEDIUM** 17 | - [SEGSQRSS](https://www.spoj.com/problems/SEGSQRSS/) - **MEDIUM** 18 | - [TorCoder](https://codeforces.com/contest/240/problem/F) - **HARD** 19 | - [Comrades- III](https://www.hackerearth.com/practice/data-structures/advanced-data-structures/segment-trees/practice-problems/algorithm/comrades-iii/) - **HARD** 20 | 21 | **Refrences to some nice book (Free .pdf FILE) of Data Structure :** 22 | 23 | **1.** ["Data Structures and Algorithms Made Easy: Data Structures and Algorithmic Puzzles” by Narasimha Karumanchi.](https://www.docdroid.net/ZPfHmS5/data-structures-and-algorithms-narasimha-karumanchi.pdf#page=230) 24 | 25 | **2.** [“Introduction to Algorithms” by Thomas H. Cormen, Charles E. Leiserson, Ronald L. Rivest, and Clifford Stein.](https://mcdtu.files.wordpress.com/2017/03/introduction-to-algorithms-3rd-edition-sep-2010.pdf) 26 | -------------------------------------------------------------------------------- /Android.md: -------------------------------------------------------------------------------- 1 | # A to Z Resources for Students ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) 2 | ![image](https://user-images.githubusercontent.com/26017359/46634288-fd849b00-cb6d-11e8-8fec-be9e3b0aa120.jpeg) 3 | 4 | # Android 5 | 6 | ## Index 7 | 1. Courses 8 | 2. Certificate 9 | 3. Book 10 | 4. Podcast 11 | 5. Blog 12 | 6. References 13 | 7. Publish 14 | 8. Misc. Resources 15 | 16 | 17 | ## 1. Courses 18 | 19 | + [Android Fundamental by Google](https://www.udacity.com/course/new-android-fundamentals--ud851) 20 | + [Android Basics Nanodegree by Google](https://www.udacity.com/course/android-basics-nanodegree-by-google--nd803) 21 | + [Android Nanodegree by Google](https://www.udacity.com/course/android-developer-nanodegree-by-google--nd801) 22 | 23 | 24 | ## 2. Certificate 25 | 26 | + [Associate Android Developer](https://developers.google.com/training/certification/associate-android-developer/) 27 | 28 | 29 | ## 3. Book 30 | 31 | + [Effective Java](https://www.oreilly.com/library/view/effective-java-3rd/9780134686097/) 32 | + [Android Programming by Big Nerd Ranch](https://www.bignerdranch.com/books/android-programming/) 33 | + [Professional Android by Reto Meier, Ian Lake](https://www.wiley.com/en-us/Professional+Android%2C+4th+Edition-p-9781118949528) 34 | + [Kotlin for Android Developers](https://leanpub.com/kotlin-for-android-developers) 35 | + [Android Development with Kotlin](https://www.packtpub.com/application-development/android-development-kotlin) 36 | 37 | ## 4. Podcast 38 | 39 | + [Fragmented](https://fragmentedpodcast.com/) 40 | + [Android Backstage](http://androidbackstage.blogspot.com/) 41 | + [The Context](https://github.com/artem-zinnatullin/TheContext-Podcast) 42 | + [Android Developers Backstage](https://androidbackstage.blogspot.com/) 43 | 44 | 45 | ## 5. Blog 46 | 47 | + [Android Hive](https://www.androidhive.info/) 48 | + [JakeWharton's Blog](https://jakewharton.com/blog/) 49 | + [Official Android Developer on Medium](https://medium.com/androiddevelopers) 50 | + [Android Developers Blog](https://android-developers.googleblog.com/) 51 | + [Android Arsenal](https://android-arsenal.com) 52 | 53 | 54 | ## 6. References 55 | 56 | + [Android Developer Page](https://developer.android.com/) 57 | + [Kotlin Documentation](https://kotlinlang.org/docs/reference/) 58 | + [Android Jetpack](https://developer.android.com/jetpack/) 59 | + [Material Design](https://material.io/) 60 | 61 | 62 | ## 7. Publish 63 | + [Google Playstore](https://play.google.com/apps/publish/) *[Paid]* [Click here for steps](res/Publish.md) 64 | + [Amazon App Market](https://www.amazon.com/b?node=2350149011) *[Free]* 65 | + [APTOIDE](https://www.aptoide.com/page/publishers) *[Free]* 66 | + [Appszoom](http://www.appszoom.com/developers) *[Free]* 67 | + [GETJAR](http://developer.getjar.mobi/) *[Free]* 68 | + [Opera Mobile Store](https://publishers.apps.opera.com/) *[Free]* 69 | + [ Mobango](http://developer.mobango.com/view/homedeveloper.php?developerHeader=1) *[Free]* 70 | + [SlideME](http://slideme.org/developers) *[Free]* 71 | + [1MOBILE](http://slideme.org/developers) *[Free]* 72 | + [Post your project and get in touch with top mobile app development companies](https://www.appfutura.com/app-projects) *[Free]* 73 | + [C.Net](https://www.amazon.com/b?node=2350149011) *[Free]* 74 | + [Appsgeyser](https://www.appsgeyser.com/create/start) *[Free]* 75 | 76 | 77 | ## 8. Misc. Resources 78 | + [Android Arsenal - Android Libraries Directory](https://android-arsenal.com/) 79 | + [Android Asset Studio](https://romannurik.github.io/AndroidAssetStudio/) 80 | -------------------------------------------------------------------------------- /projects.md: -------------------------------------------------------------------------------- 1 | # Must ToDo projects 2 | 3 | ## 1. Machine Learning 4 | - [Spam/Ham Classification model](https://github.com/suleka96/RNN-and-ML-models/blob/master/LSTM_Enron.py) 5 | - [Data Science - Pizza de Dados](http://pizzadedados.com/) 6 | - [Data Science - Serenata de Amor](https://serenata.ai/) 7 | - [Digit Recogniser](https://github.com/aashish-ak/CNN-from-Scratch) 8 | 9 | 2. Beginner Level: Practice Projects 10 | 11 | - [Iris Data](https://archive.ics.uci.edu/ml/datasets/Iris) 12 | - [Loan Prediction Data](https://datahack.analyticsvidhya.com/contest/practice-problem-loan-prediction-iii/) 13 | - [Bigmart Sales Data](https://datahack.analyticsvidhya.com/contest/practice-problem-big-mart-sales-iii/) 14 | - [Boston Housing Data](https://www.cs.toronto.edu/~delve/data/boston/bostonDetail.html) 15 | - [Time Series Analysis Data](https://datahack.analyticsvidhya.com/contest/practice-problem-time-series-2/) 16 | - [Wine Quality Data](https://archive.ics.uci.edu/ml/datasets/Wine+Quality) 17 | - [Turkiye Student Evaluation Data](https://archive.ics.uci.edu/ml/datasets/Wine+Qualityhttps://archive.ics.uci.edu/ml/datasets/Turkiye+Student+Evaluation) 18 | - [Heights and Weights Data](http://wiki.stat.ucla.edu/socr/index.php/SOCR_Data_Dinov_020108_HeightsWeights) 19 | - [MNIST Dataset for Digit Recogniser](http://yann.lecun.com/exdb/mnist/) 20 | 21 | 22 | ## 2. Blockchain 23 | - [A simplest blockchain in python](https://github.com/dvf/blockchain) 24 | - [Lets build the tiniest blockchain](https://medium.com/crypto-currently/lets-build-the-tiniest-blockchain-e70965a248b) 25 | 26 | ## 3. Internet Of Things 27 | 28 | ###### Arduino 29 | - [Arduino Education](https://www.arduino.cc/en/Main/Education) 30 | 31 | ## 4. Big Data 32 | 33 | ## 5. Full Stack Web Development 34 | * [Make an Online IDE](https://github.com/kaustubhhiware/c0derunR) 35 | * [Advanced React Course](https://advancedreact.com/) 36 | * [MEAN Stack | Online portal of IIT Professors' details](https://github.com/aashish-ak/search_guru) 37 | * [MEOWER - Twitter clone | Full Stack Web Development example project & detailed walktrough](https://github.com/CodingGarden/meower) - [video](https://www.youtube.com/watch?v=JnEH9tYLxLk) 38 | 39 | ## 6. Backend Development 40 | 41 | ###### Django 42 | - [API Services with token authentication (JWT)](https://github.com/kasulani/drf_tutorial) 43 | - [E-Commerce](https://github.com/snipcart/snipcart-wagtail-integration) 44 | 45 | ###### Spring 46 | - [JWT Authentication](https://github.com/andreybleme/jwt-me) 47 | - [Slackbot Portscanner](https://github.com/andreybleme/portscanner-slackapp) 48 | 49 | ###### Flask - Python Microframework 50 | - [Article Inventory Tutorial from Scratch](https://bit.ly/py_flask) 51 | 52 | ## 7. Frontend Development 53 | 54 | ###### JavaScript 55 | - [Javascript 30](https://javascript30.com/) Provides a list of front end development projects along with their sourcecode. 56 | - [ExpressJS](http://sahatyalkabov.com/how-to-implement-password-reset-in-nodejs/) 57 | 58 | ###### React 59 | - [Weather app](https://github.com/pixelsinprogress/weather-app-2) 60 | - [Realtime chat backed by Firebase API](https://github.com/sar-gupta/space) 61 | 62 | ###### Angular 63 | - [Angular Tutorial](https://angular.io/guide/quickstart) 64 | 65 | ###### Beginner's Coding: Functional Programming in Coffee Script (for younger students) 66 | - [Play Code Monkey](https://www.playcodemonkey.com) 67 | 68 | ## 8. Mobile App Development 69 | - [Popular Movies - Udacity](https://github.com/dipakkr/Popular-Movies) 70 | -------------------------------------------------------------------------------- /ML.md: -------------------------------------------------------------------------------- 1 | 2 | # A to Z Resources for Students ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) 3 | 4 | 5 | ![Image](res/tf.jpeg) 6 | 7 | # Machine Learning, Deep Learning, Artificial Intelligence 8 | 9 | ## Table of Contents 10 | 11 | 1. [Machine Learning](#1-machine-learning) 12 | 13 | - [Where to Start in ML ? ](#1.1-where-to-start-in-ml) 14 | - [Online Courses](#1.2-online-courses) 15 | - [Research Paper](#1.3-research-paper) 16 | - [Top Github Repositories](#1.4-top-github-repositories) 17 | - [Linear Regression from scratch](https://www.cs.toronto.edu/~frossard/post/linear_regression/) 18 | - [Logistic Regression from scratch](https://medium.com/@martinpella/logistic-regression-from-scratch-in-python-124c5636b8ac) 19 | - [Stanford Statistical Learning Course](https://lagunita.stanford.edu/courses/HumanitiesSciences/StatLearning/Winter2016/info) 20 | - [Machine Learning by Georgia Tech](https://br.udacity.com/course/machine-learning--ud262) - free course 21 | 22 | 23 | 2. [Deep Learning](#2-hackathons-and-events) 24 | 25 | - [Where to Start in DL?](#2.1-where-to-start-in-ml) 26 | - [Online Courses](#2.2-online-courses) 27 | - [Research Paper](#2.3-research-paper) 28 | - [Top Github Repositories](#2.4-top-github-repositories) 29 | - [Deep Learning by Google](https://br.udacity.com/course/deep-learning--ud730) - free course 30 | 31 | 3. [DataSets](#2-datasets) 32 | 33 | 4. [Data Science Conference](#4-data-science-confs) 34 | 35 | 5. [Celebrities in ML and AI world](#5-celebrities-in-ml) 36 | 37 | 6. [Tips for ML & AI enthusiasts](#6-ml-ai-tips) 38 | 39 | 7. [Pandas](#7-pandas) 40 | - [Pandas Cheat Sheet](https://github.com/pandas-dev/pandas/blob/master/doc/cheatsheet/Pandas_Cheat_Sheet.pdf) 41 | - [Pandas Tutorial | Kaggle](https://www.kaggle.com/junaaaaloo/pandas-tutorial) 42 | - [https://www.shanelynn.ie/summarising-aggregation-and-grouping-data-in-python-pandas/](https://www.shanelynn.ie/summarising-aggregation-and-grouping-data-in-python-pandas/) 43 | 44 | 8. [Online Mathematical Resources](#8-maths-online-resources) 45 | - [Create staright line by slope and y-intercept](https://www.desmos.com/calculator/5kn5x8f7zk) 46 | 47 | --- 48 | 49 | # 1. **Machine Learning** 50 | ## 1.1 Where to Start in ML? 51 | 1) Python 52 | 53 | - [Basics of Python](https://www.youtube.com/playlist?list=PLQVvvaa0QuDe8XSftW-RAxdo6OmaeL85M) 54 | - [More in Python](https://www.youtube.com/playlist?list=PL-osiE80TeTt2d9bfVyTiXJA-UTHn6WwU) 55 | - [Python for ML](https://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp) 56 | 57 | 2) Maths for ML 58 | - [Statistics and Probability](https://www.khanacademy.org/math/statistics-probability) 59 | - [Partial Derivatives](https://www.khanacademy.org/math/multivariable-calculus/multivariable-derivatives) 60 | - [Derivatives](https://www.khanacademy.org/math/calculus-1/cs1-derivatives-definition-and-basic-rules) 61 | - [Linear Algebra](https://www.youtube.com/playlist?list=PLE7DDD91010BC51F8) 62 | 63 | 64 | 65 | 3) Intro to ML 66 | 67 | - [Machine Learning Recipes with Josh Gordon](https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal) 68 | - [Into to ML](https://in.udacity.com/course/intro-to-machine-learning--ud120-india) 69 | 70 | # 2. **Deep Learning** 71 | ## 2.1 Where to Start in DL? 72 | 1) Online Courses 73 | 74 | - [Start@Fast.ai](http://course.fast.ai/start.html) 75 | - [Deep Learning Specialization](https://www.coursera.org/specializations/deep-learning) 76 | 77 | 2) 78 | 79 | # 3. **DataSets** 80 | - [MNIST Dataset for Digit Recogniser](http://yann.lecun.com/exdb/mnist/) 81 | 82 | ## COMING SOON 83 | 84 | # 5. **Celebrities in ML and AI world** 85 | - [Siraj Raval](https://github.com/llSourcell) 86 | - [sentdex](https://github.com/Sentdex) 87 | -------------------------------------------------------------------------------- /Publish.md: -------------------------------------------------------------------------------- 1 | ## How can I publish My Android App by myself? 2 | Follow below mentioned steps to easily publish your Android app on Google Play Store by yourself: 3 | 4 | **Step 1**: Go to Google Play Console ( https://play.google.com/apps/publish/ ) 5 | 6 | **Step 2**: If you have a Google Developer account, login, else Signup 7 | 8 | 9 | **Step 3**: Click on **PUBLISH AN ANDROID APP ON GOOGLE PLAY** button 10 | ![Image](res/images/1.png) 11 | 12 | **Step 4**: Create Application dialogue box will appear. In the Title field, enter your **application name**, and click on Create button 13 | 14 | ![Image](res/images/2.png) 15 | 16 | **Step 5**: Go to **Store Listing**. You will see Product Details, enter a **Short Description** and **Full Description** for your application here 17 | ![Image](res/images/3.png) 18 | 19 | **Step 6**: Scroll down, and Click on **Browse Files** button to add at least one phone screenshot of your application. In **Hi-res icon, upload your App icon, and in Feature graphic**, you can upload any image of your app (like, Company Logo or Splash Screen) 20 | ![Image](res/images/4.png) 21 | 22 | **Step 7**: Next comes **Categorization**. Here, you need to **select Application Type & Category, and apply for Content Rating** 23 | 24 | ![Image](res/images/5.png) 25 | **Step 8**: In **Contact Details**, you need to provide an **email address** where you may be contacted. If you want, you can also provide your website as well as phone number here 26 | ![Image](res/images/6.png) 27 | 28 | **Step 9**: Next up **Privacy Policy**. If you want to provide the **privacy policy URL** of your application now, enter it here, else tick-mark the checkbox for submitting it later on 29 | ![Image](res/images/7.png) 30 | 31 | **Step 10**: Go back to the top and click on **SAVE DRAFT** button 32 | ![Image](res/images/8.png) 33 | 34 | **Step 11**: Click on **App Releases** menu present on the left-hand side panel, and then click on **MANAGE** 35 | ![Image](res/images/9.png) 36 | **Step 12**: Now click on **CREATE RELEASE** button 37 | ![Image](res/images/10.png) 38 | 39 | 40 | 41 | **Step 13**: Click on **Opt-Out button** 42 | 43 | ![Image](res/images/11.png) 44 | **Step 14**: Now click on **Confirm** 45 | ![Image](res/images/12.png) 46 | 47 | **Step 15**: Click on **Browse Files** button to add Android App Bundles and APKs 48 | **Note**: You can download the app’s apk file from yourAppy Pieaccount. Go to **My Apps >> Test App >> Android** 49 | ![Image](res/images/13.png) 50 | 51 | 52 | **Step 16**: Click on **Content rating** menu present on the left-hand side panel and then click on **CONTINUE button** 53 | ![Image](res/images/14.png) 54 | 55 | **Step 17**: Here, you need to provide your **Email address**. Once the email address is confirmed select appropriate **Category** of your app 56 | ![Image](res/images/15.png) 57 | 58 | **Step 18**: Next comes a few questions related to your app, complete this **Questionnaire** by selecting **Yes** or **No**, and then click on **CALCULATE RATING** button to continue 59 | ![Image](res/images/16.png) 60 | 61 | **Step 19**: It will take you to the **Questionnaire** summary section, scroll down and click on **APPLY RATING** button 62 | ![Image](res/images/17.png) 63 | 64 | **Step 20**: Click on **Pricing & Distribution** menu present on the left-hand side panel and select the appropriate option, to list your app on Google Play as **PAID** app or **FREE** app 65 | ![Image](res/images/18.png) 66 | 67 | **Step 21**: If you have selected **Paid** option (as mentioned in the previous step) then click on add a price and provide the price of your app. If you have selected **Free** option (as mentioned in the previous step) then skip this step 68 | ![Image](res/images/19.png) 69 | 70 | **Step 22**: Click on **MANAGE COUNTRIES** button, and select the countries where you want your app to be available to the users 71 | ![Image](res/images/20.png)
 72 | 73 | **Step 23**: In **Primarily Child-Directed**, select No if your app is not directed towards children, else select YES. If your app contains ads, then click on **Yes, it has ads else**, select **No, it has no ads** 74 | ![Image](res/images/21.png) 75 | 76 | **Step 24**: Tick-mark the checkboxes - **Marketing opt-out, Content guidelines, US export laws** 77 | ![Image](res/images/22.png) 78 | 79 | **Step 25**: Now, Go to Store Listing, and click on **Ready to Publish button** 80 | ![Image](res/images/23.png) 81 | 82 | **Step 26**: Click on **Manage Releases** 83 | ![Image](res/images/24.png) 84 | 85 | **Step 27**: Click on **Edit Release** 86 | ![Image](res/images/25.png) 87 | 88 | **Step 28**: Click on **Review** 89 | ![Image](res/images/26.png) 90 | 91 | **Step 29**: Click on **Start Rollout to Production** 92 | ![Image](res/images/27.png) 93 | 94 | **Step 30**: If your app status changed to **Pending publication**, it means your app is successfully submitted on Google Play 95 | ![Image](res/images/28.png) -------------------------------------------------------------------------------- /Python.md: -------------------------------------------------------------------------------- 1 | # A to Z Resources for Students ![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) 2 | ![Python Image](https://cdn.makeawebsitehub.com/wp-content/uploads/2016/02/python-logo-master.png) 3 | # Python 4 | ![Python](https://img.shields.io/badge/PYTHON--red.svg) 5 | 6 | ## Index 7 | 1. [Python Basics](#1-python-basics) 8 | 2. [Socket programming](#2-socket-programming) 9 | 3. [DataScience](#3-datascience) 10 | 4. [Databases](#4-databases) 11 | 5. [Testing](#5-testing) 12 | 6. [Python Miscellaneous (Libraries andn other stuff)](#6-python-miscellaneous) 13 | 7. [Projects](#7-projects) 14 | 15 | ## 1. Python Basics 16 | + Python Basics 17 | + Automate the Boring Stuff with Python 18 | + CS Dojo's Tips to write efficient code. 19 | + Python Tutorials - Basic to Advance by Corey Schafer 20 | 21 | ## 2. Socket Programming 22 | + Socket Programming in Python Basics 23 | + Socket Programming with Multithreading in Python 24 | 25 | 26 | ## 3. DataScience 27 | 28 | + Python Numpy Library 29 | + Pandas Tutorial 30 | + Data analysis in Python with Pandas 31 | + Matplotlib Introduction 32 | + Seaborn Tutorial 33 | + Scikit Learn Tutorial 34 | + Cheat Sheets 35 | 36 | ## 4. Databases 37 | 38 | + Mysql-Python Introduction with connection method 39 | + MongoDB and Python 40 | + MongoDB Insert and Update Data 41 | + Insert and Replace data MongoDB 42 | + Delete data and Drop collection | MongoDB python 43 | 44 | 45 | ## 5. Testing 46 | 47 | + Selenium Definition 48 | + Python Selenium Tutorial 49 | + Python Selenium Tricks 50 | 51 | ## 6. Python Miscellaneous 52 | + YouTube Media/Audio Download using Python | pafy 53 | + Python Faker Library | Generates Fake data 54 | + Harversine | Calculates distance between two points on Earth 55 | + Python Holidays Library 56 | + Convert PDF to HTML | Python 57 | + Python Schedule Library 58 | + Python Calendar Library 59 | + Learn Django to make backend accessible | Python 60 | + Beautiful Soup Web Scraping Library Tutorial 61 | + Python Anti-Patterns 62 | 63 | ## 7. **Projects** 64 | + PyWhatsapp | Whatsapp Automation 65 | + Subtitle Downloader 66 | + The classic IMDB scraper 67 | + Digit Recogniser using CNN and Flask 68 | + Article Inventory 69 | + Mopidy is an extensible music server written in Python 70 | + Sick-Beard | Guide to PVR and it downloads and manages all your TV shows 71 | + Pelican | Static site generator which provides support to Markdown and reST syntax. 72 | + Youtube-dl | Small command-line program to download videos from YouTube.com and other video sites 73 | 74 | ## 8. **Django** 75 | + Django Documentation Poll App Tutorial (Version 2.1) 76 | + A Complete Beginner's Guide to Django (Version 1.11) 77 | + Django Girls Tutorial (Version 2.0.6) 78 | -------------------------------------------------------------------------------- /DataScienceConferences.md: -------------------------------------------------------------------------------- 1 | # Data Science Conferences in 2018 and 2019 2 | 3 | | Conference | Description and Topics Covered | Location | Date | 4 | |:--- |:--- |:--- |:--- | 5 | | [Open Data Science Conference](https://www.odsc.com) | This conference covers topics such as: machine learning, neural networks, social networks, graph analysis, text analysis, natural language processing, data visualization, Big data tools and Hadoop-based frameworks. | London, UK | 19-20 Sep 2018 | 6 | | [Open Data Science Conference](https://www.odsc.com) | As above | San Francisco, USA | 31 Oct - 3 Nov 2018 | 7 | | [Open Data Science Conference](https://www.odsc.com) | As above | Boston, USA | 30 Apr - 3 May 2019| 8 | | [Predictive Analytics World](http://www.predictiveanalyticsworld.com) | This conference is suitable for both experts as well as beginners. It includes topics such as customer relationship management, financial services, banking, insurance, e-commerce and government healthcare. | Las Vegas, USA | 16-20 Jun 2019 | 9 | | [Strata Data Conference](http://conferences.oreilly.com/strata)| Strata Data Conference is widely attended by professionals and data scientists from the field of Big data analysis. Attendees benefit from the experience of these industry professionals and data scientists. | New York, USA | 11-13 Sep 2018 | 10 | | [Strata Data Conference](http://conferences.oreilly.com/strata)| As above | San Francisco, USA | 11-13 Sep 2018 | 11 | | [Strata Data Conference](http://conferences.oreilly.com/strata)| As above | New York, USA | 25-28 Mar 2019 | 12 | | [Strata Data Conference](http://conferences.oreilly.com/strata)| As above | London, UK | 29 Apr - 2 May 2019 | 13 | | [MLConf](http://mlconf.com) | This conference aims to bring together professionals and researchers across various industries and universities, and provide them with a platform to share the latest developments, research, methodologies and practices. | San Francisco, USA | 14 Nov 2018 | 14 | | [Data Conference](http://www.dataconference.org/) | The Data Conference focuses on bringing together people interested in databases, data warehousing, data managing and data security. | Prague, Czech Republic | 26-29 Jul 2019 | 15 | | [Big Data Analytics Tokyo](www.bigdatacon.jp) | Big Data Analytics Tokyo is a meeting place for data science and data analytics related startups with Japanese companies. These companies usually come with the intention of either partnering with these startups or investing in them. | Tokyo, Japan | 22-26 Oct 2018 | 16 | | [IBM think 2019](https://www.ibm.com/events/think/index.html) | IBM think is the combination of IBM conferences such as World of Watson, Amplify, Connect, Edge and InterConnect into one mega event. Theses conferences used to cover topics such as artificial intelligence, big data, IoT and security and which will now be covered in IBM think. | Las Vegas, USA | 12-15 Feb 2019 | 17 | | [TDWI Orlando Conference](https://tdwi.org/events/conferences/orlando/home.aspx) | This is another learning conference by TDWI. Its purpose is to bring together experts in the field of big data and analytics and share latest technology trends and implementation strategies. | Orlando, USA | 11-16 Nov 2018 | 18 | | [Data Disrupt](http://www.datadisrupt.com/) | Topics discussed will include how big data, data sources, new analytic techniques and technologies affect the financial sector. Businesses in the financial sector that will be the main focus of attention will include commercial finance, capital markets consumer finance and investment management and how data analytics affects them. | New York, USA | 4-5 Jun 2019 | 19 | | [PyData](https://pydata.org/index.html) | PyData provides a platform to users and developers of data analysis tools to come together and discuss, share and brainstorm new ideas and problems related to the data science and data analytics field. | Los Angeles, USA | 21-28 Oct 2018 | 20 | | [PyData](https://pydata.org/index.html) | As above | Karlsruhe, Germany | 24-28 Oct 2018 | 21 | | [PyData](https://pydata.org/index.html) | As above | Washington DC, USA | 16-18 Nov 2018 | 22 | | [Data Science Salon](https://datascience.salon) | Data Science Salon is a conference that brings together professionals, experts, developers and executives from various fields. These fields can range from media and entertainment to finance and health technology. The main topics of focus that are discussed are machine learning and artificial intelligence. | Miami, USA | 6-7 Nov 2018 | 23 | | [Data Science Salon](https://datascience.salon) | As above | Austin, USA | 20 Feb 2019 | 24 | | [Domino Data Science Pop-Up](https://popup.dominodatalab.com) | Domino Data Science Pop-Up organizes a number of talks and workshops on data science. Its main focus is on data science applications related to financial and insurance services. | Chicago, USA | 30 Oct 2018 | 25 | | [Domino Data Science Pop-Up](https://popup.dominodatalab.com) | As above | Boston, USA | 6 Nov 2018 | 26 | | [Domino Data Science Pop-Up](https://popup.dominodatalab.com) | As above | Charlotte, USA | 13 Nov 2018 | 27 | | [Gartner Data & Analytics Summit](https://www.gartner.com/events/calendar/bi.jsp) | The summit will afford you an opportunity to build on the fundamentals of data management, business intelligence, and analytics; harness innovative technologies such as AI, blockchain and IoT; and accelerate the shift toward a data-driven culture to lead the way to better business outcomes. | Frankfurt, Germany | 23-24 Oct 2018 | 28 | | [Gartner Data & Analytics Summit](https://www.gartner.com/events/calendar/bi.jsp) | As above | Sydney, Australia | 18-19 Feb 2019 | 29 | | [Gartner Data & Analytics Summit](https://www.gartner.com/events/calendar/bi.jsp) | As above | London, UK | 4-6 Mar 2019 | 30 | | [Gartner Data & Analytics Summit](https://www.gartner.com/events/calendar/bi.jsp) | As above | Orlando, USA | 18-21 Mar 2019 | 31 | | [IEEE ICDM 2018](http://icdm2018.org/) | IEEE International Conference For Data Mining has established itself as one of the biggest conferences on data mining with its main focus on latest technologies and the role of big data in businesses. Topics covered include data mining, algorithms, software systems and applications. | Singapore | 17-20 Nov 2018 | 32 | | [rstudio::conf](https://www.rstudio.com/conference/) | rstudio::conf focuses on data science with respect to R and RStudio. Three different conferences will be available. One conference will focus on basics of data science with R. The second conference will talk about advance topics and is for advanced users of RStudio. The third conference will discuss real world problems and their solutions. | Austin, USA | 15-18 Jan 2019 | 33 | | [2018 Dataworks Summit](https://dataworkssummit.com) | This summit will feature talks from leading experts in the field of data science and business leaders who will share their insights, real-world use cases and their success stories. The summit will provide opportunity to the attendees to interact with speakers and share their own ideas. | Melbourne, Australia | 9 Nov 2018 | 34 | | [2018 Dataworks Summit](https://dataworkssummit.com) | As above | Barcelona, Spain | 18-21 Mar 2019 | 35 | | [2018 Dataworks Summit](https://dataworkssummit.com) | As above | Washington DC, USA | 20-28 May 2019 | 36 | | [NIPS \| 2018](https://nips.cc/) | The 32nd Annual Conference on Neural Information Processing Systems (NIPS) is a multi-track machine learning and computational neuroscience conference that includes invited talks, demonstrations, symposia and oral and poster presentations of refereed papers. | Montreal, Canada | 3-8 Dec 2018 | 37 | | [Big Data Conference Vilnius](https://www.bigdataconference.lt) | Big Data Conference Vilnius is a three-day conference with technical talks in the fields of Big Data, High Load, Data Science, Machine Learning and AI. | Vilnius, Lithuania | 27-29 November 38 | 39 | Happy hunting! 40 | -------------------------------------------------------------------------------- /Machine_cleansheet.md: -------------------------------------------------------------------------------- 1 | # Machine Learning CleanSheet 2 | 3 | --- 4 | 5 | 6 | ## Prerequisite Knowledge 7 | 8 | - [ ] [Linear Algebra](https://www.youtube.com/watch?list=PLE7DDD91010BC51F8&v=ZK3O402wf1c) 9 | - [ ] [Probability theory](https://www.youtube.com/watch?list=PLUl4u3cNGP61MdtwGTqZA0MreSaDybji8&v=j9WZyLZCBzs) 10 | - [ ] [Calculus](http://kisonecat.com/teaching/2013/calculus-one/) 11 | - [ ] [Optimisation Methods](https://online.stanford.edu/courses) 12 | 13 | 14 | ## Machine Learning Algorithms 15 | * [Deep learning (MLP, CNN, RNN, LSTM)](mla/neuralnet) 16 | * [Linear regression,Multiple regression,logistic regression](mla/linear_models.py) 17 | * [Random Forests](mla/ensemble/random_forest.py) 18 | * [Support vector machine (SVM) with kernels (Linear, Poly, RBF)](mla/svm) 19 | * [K-Means](mla/kmeans.py) 20 | * [Gaussian Mixture Model](mla/gaussian_mixture.py) 21 | * [K-nearest neighbors](mla/knn.py) 22 | * [Naive bayes](mla/naive_bayes.py) 23 | * [Principal component analysis (PCA)](mla/pca.py) 24 | * [Factorization machines](mla/fm.py) 25 | * [Restricted Boltzmann machine (RBM)](mla/rbm.py) 26 | * [t-Distributed Stochastic Neighbor Embedding (t-SNE)](mla/tsne.py) 27 | * [Gradient Boosting trees (also known as GBDT, GBRT, GBM, XGBoost)](mla/ensemble/gbm.py) 28 | * [Reinforcement learning (Deep Q learning)](mla/rl) 29 | 30 | ## Beginner Books 31 | * [Real World Machine Learning](https://www.manning.com/books/real-world-machine-learning) [Free Chapters] 32 | * [An Introduction To Statistical Learning](http://www-bcf.usc.edu/~gareth/ISL/) - Book + R Code 33 | * [Elements of Statistical Learning](http://web.stanford.edu/~hastie/ElemStatLearn/) - Book 34 | * [Computer Age Statistical Inference (CASI)](https://web.stanford.edu/~hastie/CASI_files/PDF/casi.pdf) ([Permalink as of October 2017](https://perma.cc/J8JG-ZVFW)) - Book 35 | * [Probabilistic Programming & Bayesian Methods for Hackers](http://camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/) - Book + IPython Notebooks 36 | * [Think Bayes](http://greenteapress.com/wp/think-bayes/) - Book + Python Code 37 | * [Information Theory, Inference, and Learning Algorithms](http://www.inference.phy.cam.ac.uk/mackay/itila/book.html) 38 | * [Gaussian Processes for Machine Learning](http://www.gaussianprocess.org/gpml/chapters/) 39 | * [Data Intensive Text Processing w/ MapReduce](http://lintool.github.io/MapReduceAlgorithms/) 40 | * [Reinforcement Learning: - An Introduction](http://incompleteideas.net/book/the-book-2nd.html) ([Permalink to Nov 2017 Draft](https://perma.cc/83ER-64M3)) 41 | * [Mining Massive Datasets](http://infolab.stanford.edu/~ullman/mmds/book.pdf) 42 | * [A First Encounter with Machine Learning](https://www.ics.uci.edu/~welling/teaching/273ASpring10/IntroMLBook.pdf) 43 | * [Pattern Recognition and Machine Learning](http://users.isr.ist.utl.pt/~wurmd/Livros/school/Bishop%20-%20Pattern%20Recognition%20And%20Machine%20Learning%20-%20Springer%20%202006.pdf) 44 | * [Machine Learning & Bayesian Reasoning](http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/090310.pdf) 45 | * [Introduction to Machine Learning](http://alex.smola.org/drafts/thebook.pdf) - Alex Smola and S.V.N. Vishwanathan 46 | * [A Probabilistic Theory of Pattern Recognition](http://www.szit.bme.hu/~gyorfi/pbook.pdf) 47 | * [Introduction to Information Retrieval](http://nlp.stanford.edu/IR-book/pdf/irbookprint.pdf) 48 | * [Forecasting: principles and practice](https://www.otexts.org/fpp/) 49 | * [Practical Artificial Intelligence Programming in Java](https://www.saylor.org/site/wp-content/uploads/2011/11/CS405-1.1-WATSON.pdf) 50 | * [Introduction to Machine Learning](https://arxiv.org/pdf/0904.3664v1.pdf) - Amnon Shashua 51 | * [Reinforcement Learning](http://www.intechopen.com/books/reinforcement_learning) 52 | * [Machine Learning](http://www.intechopen.com/books/machine_learning) 53 | * [A Quest for AI](http://ai.stanford.edu/~nilsson/QAI/qai.pdf) 54 | * [Introduction to Applied Bayesian Statistics and Estimation for Social Scientists](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.177.857&rep=rep1&type=pdf) - Scott M. Lynch 55 | * [Bayesian Modeling, Inference and Prediction](https://users.soe.ucsc.edu/~draper/draper-BMIP-dec2005.pdf) 56 | * [A Course in Machine Learning](http://ciml.info/) 57 | * [Machine Learning, Neural and Statistical Classification](http://www1.maths.leeds.ac.uk/~charles/statlog/) 58 | * [Bayesian Reasoning and Machine Learning](http://web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.HomePage) Book+MatlabToolBox 59 | * [R Programming for Data Science](https://leanpub.com/rprogramming) 60 | * [Data Mining - Practical Machine Learning Tools and Techniques](http://cs.du.edu/~mitchell/mario_books/Data_Mining:_Practical_Machine_Learning_Tools_and_Techniques_-_2e_-_Witten_&_Frank.pdf) Book 61 | * [Machine Learning with TensorFlow](https://www.manning.com/books/machine-learning-with-tensorflow) Early access book 62 | * [Reactive Machine Learning Systems](https://www.manning.com/books/reactive-machine-learning-systems) Early access book 63 | * [Hands‑On Machine Learning with Scikit‑Learn and TensorFlow](http://index-of.es/Varios-2/Hands%20on%20Machine%20Learning%20with%20Scikit%20Learn%20and%20Tensorflow.pdf) - Aurélien Géron 64 | * [R for Data Science: Import, Tidy, Transform, Visualize, and Model Data](http://r4ds.had.co.nz/) - Wickham and Grolemund. Great as introduction on how to use R. 65 | * [Advanced R](http://adv-r.had.co.nz/) - Hadley Wickham. More advanced usage of R for programming. 66 | ## Resources 67 | - [41 Essential Machine Learning Interview Questions (with answers)](https://www.springboard.com/blog/machine-learning-interview-questions/) 68 | 69 | - [How can a computer science graduate student prepare himself for data scientist interviews?](https://www.quora.com/How-can-a-computer-science-graduate-student-prepare-himself-for-data-scientist-machine-learning-intern-interviews) 70 | 71 | - [How do I learn Machine Learning?](https://www.quora.com/How-do-I-learn-machine-learning-1) 72 | 73 | - [FAQs about Data Science Interviews](https://www.quora.com/topic/Data-Science-Interviews/faq) 74 | 75 | - [Does Balancing Classes Improve Classifier Performance?](http://www.win-vector.com/blog/2015/02/does-balancing-classes-improve-classifier-performance/) 76 | 77 | - [What is Deviance?](http://stats.stackexchange.com/questions/6581/what-is-deviance-specifically-in-cart-rpart) 78 | 79 | - [When to choose which machine learning classifier?](http://stackoverflow.com/questions/2595176/when-to-choose-which-machine-learning-classifier) 80 | 81 | - [What are the advantages of different classification algorithms?](https://www.quora.com/What-are-the-advantages-of-different-classification-algorithms) 82 | 83 | - [ROC and AUC Explained](http://www.dataschool.io/roc-curves-and-auc-explained/) ([related video](https://youtu.be/OAl6eAyP-yo)) 84 | 85 | - [An introduction to ROC analysis](https://ccrma.stanford.edu/workshops/mir2009/references/ROCintro.pdf) 86 | - [fast.ai - Practical Deep Learning For Coders](http://course.fast.ai/) 87 | 88 | - [fast.ai - Cutting Edge Deep Learning For Coders](http://course.fast.ai/part2.html) 89 | 90 | - [A curated list of awesome Deep Learning tutorials, projects and communities](https://github.com/ChristosChristofidis/awesome-deep-learning) 91 | 92 | - [Udacity - Machine Learning (Georgia Tech)](https://www.udacity.com/course/machine-learning--ud262#) 93 | 94 | ## Becoming an Open Source Contributor 95 | - [ ] [tensorflow/magenta: Magenta: Music and Art Generation with Machine Intelligence](https://github.com/tensorflow/magenta) 96 | - [ ] [tensorflow/tensorflow: Computation using data flow graphs for scalable machine learning](https://github.com/tensorflow/tensorflow) 97 | - [ ] [cmusatyalab/openface: Face recognition with deep neural networks.](https://github.com/cmusatyalab/openface) 98 | - [ ] [tensorflow/models/syntaxnet: Neural Models of Syntax.](https://github.com/tensorflow/models/tree/master/syntaxnet) 99 | 100 | 101 | ## Communities 102 | - Quora 103 | - [Machine Learning](https://www.quora.com/topic/Machine-Learning) 104 | - [Statistics](https://www.quora.com/topic/Statistics-academic-discipline) 105 | - [Data Mining](https://www.quora.com/topic/Data-Mining) 106 | 107 | - Reddit 108 | - [Machine Learning](https://www.reddit.com/r/machinelearning) 109 | - [Computer Vision](https://www.reddit.com/r/computervision) 110 | - [Natural Language](https://www.reddit.com/r/languagetechnology) 111 | - [Data Science](https://www.reddit.com/r/datascience) 112 | - [Big Data](https://www.reddit.com/r/bigdata) 113 | - [Statistics](https://www.reddit.com/r/statistics) 114 | 115 | - [Data Tau](http://www.datatau.com/) 116 | 117 | - [Deep Learning News](http://news.startup.ml/) 118 | 119 | - [KDnuggets](http://www.kdnuggets.com/) 120 | 121 | - [DSC](http://www.datasciencecentral.com) 122 | -------------------------------------------------------------------------------- /CheatSheet.md: -------------------------------------------------------------------------------- 1 | # CheatSheet 2 | 3 | ## C Programming 4 | 5 | ### 1 KEYWORDS (these words are reserved for the language and cannot be used as any variable name by the user) 6 | 7 | auto double int struct 8 | break else long switch 9 | case enum register typedef 10 | char extern return union 11 | const float short unsigned 12 | continue for signed void 13 | default goto sizeof volatile 14 | do if static while 15 | 16 | ### 2 ALLOWED CHARACTER SET 17 | 18 | ``` 19 | Alphabets - A, B, ….., Y, Z a, b, ……, y, z 20 | Digits - 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 21 | Special symbols - ~ ‘ ! @ # % ^ & * ( ) _ - + = | \ { } [ ] : ; " ' < > , . ? / 22 | ``` 23 | 24 | ### 3 DATA TYPES and PLACEHOLDERS 25 | 26 | **Some common datatypes are:** 27 | 28 | ``` 29 | int - integer 30 | char - character 31 | long - long integer 32 | float - float number 33 | double - long float 34 | ``` 35 | 36 | > use scanf to take input from the user 37 | > scanf("Format string",&variable,&variable,...); 38 | 39 | | Placeholders | Format | 40 | |:--------------:|:------------ | 41 | | %c | Character | 42 | | %d | Signed decimal integer | 43 | | %i | Signed decimal integer| 44 | | %e | Scientific notation[e]| 45 | | %E | Scientific notation[E]| 46 | | %f | Decimal floating point| 47 | | %o | unsigned octal| 48 | | %s | String of character| 49 | | %u | unsigned decimal integer| 50 | | %x | unsigned Hexadecimal (lower)| 51 | | %X | unsigned Hexadecimal (upper)| 52 | | %p | dispaly a pointer| 53 | | %% | print a %| 54 | 55 | ### ESCAPE SEQUENCES 56 | 57 | \a - Bell 58 | \n - New line 59 | \r - Carriage return 60 | \b - Backspace 61 | \f - Formfeed 62 | \t - Horizontal tab 63 | \" - Quotation mark 64 | \v - Vertical tab 65 | \' - Apostrophe 66 | \\ - Backslash 67 | \? - Question mark 68 | \0 - Null 69 | 70 | ### 5 PRECEDENCE ORDER 71 | 72 | | DESCRIPTION | OPERATORS | ASSOCIATIVITY | 73 | | :----------------------:|:-------------------------------------------------:| -----------------:| 74 | | Function Expression | () | Left to Right | 75 | | Array Expression | [] | Left to Right | 76 | | Structure Operator | -> | Left to Right | 77 | | Structure Operator | . | Left to Right | 78 | | Unary minus | - | Right to Left | 79 | | Increment/Decrement | ++, -- | Right to Left | 80 | | One’s compliment | ~ | Right to Left | 81 | | Negation | ! | Right to Left | 82 | | Address of | & | Right to Left | 83 | | Value of address | `*` | Right to Left | 84 | | Type cast | (type) | Right to Left | 85 | | Size in bytes | sizeof | Right to Left | 86 | | Multiplication | `*` | Left to Right | 87 | | Division | / | Left to Right | 88 | | Modulus | % | Left to Right | 89 | | Addition | + | Left to Right | 90 | | Subtraction | - | Left to Right | 91 | | Left shift | << | Left to Right | 92 | | Right shift | >> | Left to Right | 93 | | Less than | < | Left to Right | 94 | | Less than or equal to | <= | Left to Right | 95 | | Greater than | > | Left to Right | 96 | | Greater than or equal to| >= | Left to Right | 97 | | Equal to | == | Left to Right | 98 | | Not equal to | != | Left to Right | 99 | | Bitwise AND | & | Left to Right | 100 | | Bitwise exclusive OR | ^ | Left to Right | 101 | | Bitwise inclusive OR | | | Left to Right | 102 | | Logical AND | && | Left to Right | 103 | | Logical OR | || | Left to Right | 104 | | Conditional | ?: | Right to Left | 105 | | Assignment | =, *=, /=, %=, +=, -=, &=, ^=, |=, <<=, >>= | Right to Left | 106 | | Comma | , | Right to Left | 107 | 108 | 109 | ### 6 IF-ELSE STATEMENT 110 | 111 | ``` 112 | if(flag) { 113 | // put some statements here to execute if flag is true (flag != 0) 114 | } 115 | else if(flag) { 116 | // put some statements here to execute if flag is true (flag != 0) 117 | } else { 118 | // put some statements here to execute if flag is false (flag == 0) 119 | } 120 | 121 | ```` 122 | 123 | ### 7 SWITCH-CASE STATEMENT 124 | 125 | ``` 126 | switch(flag) { 127 | case 0: // statements 128 | break; 129 | case 1: // statements 130 | break; 131 | case 2: // statements 132 | break; 133 | default: // statements 134 | } 135 | ``` 136 | 137 | ### 8 WHILE LOOP 138 | 139 | ``` 140 | //for single statement 141 | while(expression) 142 | statement; 143 | 144 | //for multiple statement 145 | while(expression) 146 | { 147 | block of statement 148 | } 149 | ``` 150 | 151 | ### 9 FOR LOOP 152 | 153 | ``` 154 | for ( initialization; test condition; run every time command ) 155 | 156 | eg: 157 | int i; 158 | for (i =0;i<3;i++): 159 | printf("%d",&i); 160 | will give 012 as output 161 | ``` 162 | ### 10 DO-WHILE STATEMENT 163 | 164 | ``` 165 | do 166 | { 167 | statements; 168 | }while (expression); 169 | 170 | ``` 171 | ### 11 BREAK CONTINUE STATEMENT 172 | 173 | - break statement is used to terminate the current loop the moves to the next line of the code. 174 | - continue statement skips the current loop index and moves to the next iteration. 175 | 176 | ###12 GOTO 177 | syntax of goto is as follows: 178 | goto label; 179 | .. 180 | . 181 | label: statement; 182 | example: 183 | int a = 10; 184 | /* do loop execution */ 185 | LOOP:do { 186 | 187 | if( a == 15) { 188 | /* skip the iteration */ 189 | a = a + 1; 190 | goto LOOP; 191 | } 192 | 193 | printf("value of a: %d\n", a); 194 | a++; 195 | 196 | }while( a < 20 ); 197 | will give the output to be: 198 | value of a: 10 199 | value of a: 11 200 | value of a: 12 201 | value of a: 13 202 | value of a: 14 203 | value of a: 16 204 | value of a: 17 205 | value of a: 18 206 | value of a: 19 207 | 208 | 209 | 210 | ### 12 ARRAYS 211 | 212 | 1. Declaraction: 213 | 214 | typeof_array array_name[size]; 215 | ``` 216 | Eg: 217 | int arr[10]; // makes an integer array of size 10 218 | int num[6] = { 2, 4, 12, 5, 45, 5 } ; 219 | 2)Accessing Elements: 220 | int k=arr[2]; //k stores the element at index 2 of the array 221 | 3)Entering data: 222 | for(i =0;i<3;i++){ 223 | scanf("%d", &arr[i]); // takes the values in the array arr by the user 224 | } 225 | 226 | ### 13 STRINGS 227 | 228 | 1)Declaraction: 229 | 230 | ``` 231 | char string_name[size]; 232 | scanf("%s",string_nam); 233 | ``` 234 | 235 | - A string has '\0' as the last element which tells the end of string 236 | - It is accessed in the same way as an array 237 | - A string is in many ways similar to array 238 | 239 | 2. Some basic built-in fucntions of strings 240 | 241 | > Just include string.h at the top of your code 242 | 243 | ``` 244 | strlen - Finds length of a string 245 | strlwr - Converts a string to lowercase 246 | strupr - Converts a string to uppercase 247 | strcat - Appends one string at the end of another 248 | strncat - Appends first n characters of a string at the end of 249 | another 250 | strcpy - Copies a string into another 251 | strncpy - Copies first n characters of one string into another 252 | strcmp - Compares two strings 253 | strncmp - Compares first n characters of two strings 254 | strcmpi - Compares two strings without regard to case ("i" denotes 255 | that this function ignores case) 256 | stricmp - Compares two strings without regard to case (identical to 257 | strcmpi) 258 | strnicmp - Compares first n characters of two strings without regard 259 | to case 260 | strdup - Duplicates a string 261 | strchr - Finds first occurrence ofa given character in a string 262 | strrchr - Finds last occurrence ofa given character in a string 263 | strstr - Finds first occurrence of a given string in another string 264 | strset - Sets all characters ofstring to a given character 265 | strnset - Sets first n characters ofa string to a given character 266 | strrev - Reverses string 267 | ``` 268 | 269 | ### 13 STRUCTURE 270 | 271 | - A structure is a user defined data type in C/C++. A structure creates a data type that can be used to group items of possibly different types into a single type. 272 | 273 | >‘struct’ keyword is used to create a structure. Following is an example. 274 | 275 | ``` 276 | struct addrress 277 | { 278 | char name[50]; 279 | char street[100]; 280 | char city[50]; 281 | char state[20]; 282 | int pin; 283 | }; 284 | ``` 285 | 286 | -------------------------------------------------------------------------------- /git-cheatsheet.md: -------------------------------------------------------------------------------- 1 |

2 | 3 | git-logo 4 | 5 |

6 | 7 |

Using Git

8 | 9 | Git is a free and open source version control system that helps you track changes to your projects, allowing for a simple and efficient workflow. 10 | 11 | Learn about version control and keeping your projects organized with this Git cheatsheet. 12 | 13 | ## Index 14 | 15 | 1. [Global Settings](#1-global-settings) 16 | 2. [Setup](#2-setup) 17 | 3. [Help](#3-help) 18 | 4. [General](#4-general) 19 | 5. [Reset](#5-reset) 20 | 6. [Update and Delete](#6-update-and-delete) 21 | 7. [Branch](#7-branch) 22 | 8. [Merge](#8-merge) 23 | 9. [Stash](#9-stash) 24 | 10. [Gitignore and Gitkeep](#10-gitignore-and-gitkeep) 25 | 11. [Log](#11-log) 26 | 12. [Compare](#12-compare) 27 | 13. [Releases and Version Tags](#13-releases-and-version-tags) 28 | 14. [Collaborate](#14-collaborate) 29 | 15. [Archive / Troubleshooting / Security](#15-archive) 30 | 16. [Reflog](#16-reflog) 31 | 32 | 33 | 34 | ### 1. Global Settings 35 | ----------- 36 | 37 | - Related Setup: https://gist.github.com/hofmannsven/6814278 38 | - Related Pro Tips: https://ochronus.com/git-tips-from-the-trenches/ 39 | - Interactive Beginners Tutorial: http://try.github.io/ 40 | - Git Cheatsheet by GitHub: https://services.github.com/on-demand/downloads/github-git-cheat-sheet/ 41 | 42 | ### 2. Setup 43 | ----------- 44 | 45 | See where Git is located: 46 | `which git` 47 | 48 | Get the version of Git: 49 | `git --version` 50 | 51 | Create an alias (shortcut) for `git status`: 52 | `git config --global alias.st status` 53 | 54 | 55 | ### 3. Help 56 | ----------- 57 | 58 | Help: 59 | `git help` 60 | 61 | 62 | ### 4. General 63 | ----------- 64 | 65 | Initialize Git: 66 | `git init` 67 | 68 | Get everything ready to commit: 69 | `git add .` 70 | 71 | Get custom file ready to commit: 72 | `git add index.html` 73 | 74 | Commit changes: 75 | `git commit -m "Message"` 76 | 77 | Add and commit in one step: 78 | `git commit -am "Message"` 79 | 80 | Remove files from Git: 81 | `git rm index.html` 82 | 83 | Update all changes: 84 | `git add -u` 85 | 86 | Remove file but do not track anymore: 87 | `git rm --cached index.html` 88 | 89 | Move or rename files: 90 | `git mv index.html dir/index_new.html` 91 | 92 | Undo modifications (restore files from latest commited version): 93 | `git checkout -- index.html` 94 | 95 | Restore file from a custom commit (in current branch): 96 | `git checkout 6eb715d -- index.html` 97 | 98 | 99 | ### 5. Reset 100 | ----------- 101 | 102 | Go back to commit: 103 | `git revert 073791e7dd71b90daa853b2c5acc2c925f02dbc6` 104 | 105 | Soft reset (move HEAD only; neither staging nor working dir is changed): 106 | `git reset --soft 073791e7dd71b90daa853b2c5acc2c925f02dbc6` 107 | 108 | Undo latest commit: `git reset --soft HEAD~ ` 109 | 110 | Mixed reset (move HEAD and change staging to match repo; does not affect working dir): 111 | `git reset --mixed 073791e7dd71b90daa853b2c5acc2c925f02dbc6` 112 | 113 | Hard reset (move HEAD and change staging dir and working dir to match repo): 114 | `git reset --hard 073791e7dd71b90daa853b2c5acc2c925f02dbc6` 115 | 116 | ### 6. Update and Delete 117 | ----------- 118 | 119 | Test-Delete untracked files: 120 | `git clean -n` 121 | 122 | Delete untracked files (not staging): 123 | `git clean -f` 124 | 125 | Unstage (undo adds): 126 | `git reset HEAD index.html` 127 | 128 | Update most recent commit (also update the commit message): 129 | `git commit --amend -m "New Message"` 130 | 131 | 132 | ### 7. Branch 133 | ----------- 134 | 135 | Show branches: 136 | `git branch` 137 | 138 | Create branch: 139 | `git branch branchname` 140 | 141 | Change to branch: 142 | `git checkout branchname` 143 | 144 | Create and change to new branch: 145 | `git checkout -b branchname` 146 | 147 | Rename branch: 148 | `git branch -m branchname new_branchname` or: 149 | `git branch --move branchname new_branchname` 150 | 151 | Show all completely merged branches with current branch: 152 | `git branch --merged` 153 | 154 | Delete merged branch (only possible if not HEAD): 155 | `git branch -d branchname` or: 156 | `git branch --delete branchname` 157 | 158 | Delete not merged branch: 159 | `git branch -D branch_to_delete` 160 | 161 | 162 | ### 8. Merge 163 | ----------- 164 | 165 | True merge (fast forward): 166 | `git merge branchname` 167 | 168 | Merge to master (only if fast forward): 169 | `git merge --ff-only branchname` 170 | 171 | Merge to master (force a new commit): 172 | `git merge --no-ff branchname` 173 | 174 | Stop merge (in case of conflicts): 175 | `git merge --abort` 176 | 177 | Stop merge (in case of conflicts): 178 | `git reset --merge` // prior to v1.7.4 179 | 180 | Merge only one specific commit: 181 | `git cherry-pick 073791e7` 182 | 183 | Rebase: 184 | `git checkout branchname` » `git rebase master` 185 | or: 186 | `git merge master branchname` 187 | (The rebase moves all of the commits in `master` onto the tip of `branchname`.) 188 | 189 | Cancel rebase: 190 | `git rebase --abort` 191 | 192 | Squash multiple commits into one: 193 | `git rebase -i HEAD~3` ([source](https://www.devroom.io/2011/07/05/git-squash-your-latests-commits-into-one/)) 194 | 195 | ### 9. Stash 196 | ----------- 197 | 198 | Put in stash: 199 | `git stash save "Message"` 200 | 201 | Show stash: 202 | `git stash list` 203 | 204 | Show stash stats: 205 | `git stash show stash@{0}` 206 | 207 | Show stash changes: 208 | `git stash show -p stash@{0}` 209 | 210 | Use custom stash item and drop it: 211 | `git stash pop stash@{0}` 212 | 213 | Use custom stash item and do not drop it: 214 | `git stash apply stash@{0}` 215 | 216 | Delete custom stash item: 217 | `git stash drop stash@{0}` 218 | 219 | Delete complete stash: 220 | `git stash clear` 221 | 222 | 223 | ### 10. Gitignore and Gitkeep 224 | ----------- 225 | 226 | About: https://help.github.com/articles/ignoring-files 227 | 228 | Useful templates: https://github.com/github/gitignore 229 | 230 | Add or edit gitignore: 231 | `nano .gitignore` 232 | 233 | Track empty dir: 234 | `touch dir/.gitkeep` 235 | 236 | 237 | ### 11. Log 238 | ----------- 239 | 240 | Show commits: 241 | `git log` 242 | 243 | Show oneline-summary of commits: 244 | `git log --oneline` 245 | 246 | Show oneline-summary of commits with full SHA-1: 247 | `git log --format=oneline` 248 | 249 | Show oneline-summary of the last three commits: 250 | `git log --oneline -3` 251 | 252 | Show only custom commits: 253 | `git log --author="Sven"` 254 | `git log --grep="Message"` 255 | `git log --until=2013-01-01` 256 | `git log --since=2013-01-01` 257 | 258 | Show only custom data of commit: 259 | `git log --format=short` 260 | `git log --format=full` 261 | `git log --format=fuller` 262 | `git log --format=email` 263 | `git log --format=raw` 264 | 265 | Show changes: 266 | `git log -p` 267 | 268 | Show every commit since special commit for custom file only: 269 | `git log 6eb715d.. index.html` 270 | 271 | Show changes of every commit since special commit for custom file only: 272 | `git log -p 6eb715d.. index.html` 273 | 274 | Show stats and summary of commits: 275 | `git log --stat --summary` 276 | 277 | Show history of commits as graph: 278 | `git log --graph` 279 | 280 | Show history of commits as graph-summary: 281 | `git log --oneline --graph --all --decorate` 282 | 283 | 284 | ### 12. Compare 285 | ----------- 286 | 287 | Compare modified files: 288 | `git diff` 289 | 290 | Compare modified files and highlight changes only: 291 | `git diff --color-words index.html` 292 | 293 | Compare modified files within the staging area: 294 | `git diff --staged` 295 | 296 | Compare branches: 297 | `git diff master..branchname` 298 | 299 | Compare branches like above: 300 | `git diff --color-words master..branchname^` 301 | 302 | Compare commits: 303 | `git diff 6eb715d` 304 | `git diff 6eb715d..HEAD` 305 | `git diff 6eb715d..537a09f` 306 | 307 | Compare commits of file: 308 | `git diff 6eb715d index.html` 309 | `git diff 6eb715d..537a09f index.html` 310 | 311 | Compare without caring about spaces: 312 | `git diff -b 6eb715d..HEAD` or: 313 | `git diff --ignore-space-change 6eb715d..HEAD` 314 | 315 | Compare without caring about all spaces: 316 | `git diff -w 6eb715d..HEAD` or: 317 | `git diff --ignore-all-space 6eb715d..HEAD` 318 | 319 | Useful comparings: 320 | `git diff --stat --summary 6eb715d..HEAD` 321 | 322 | Blame: 323 | `git blame -L10,+1 index.html` 324 | 325 | 326 | ### 13. Releases and Version Tags 327 | ----------- 328 | 329 | Show all released versions: 330 | `git tag` 331 | 332 | Show all released versions with comments: 333 | `git tag -l -n1` 334 | 335 | Create release version: 336 | `git tag v1.0.0` 337 | 338 | Create release version with comment: 339 | `git tag -a v1.0.0 -m 'Message'` 340 | 341 | Checkout a specific release version: 342 | `git checkout v1.0.0` 343 | 344 | 345 | ### 14. Collaborate 346 | ----------- 347 | 348 | Show remote: 349 | `git remote` 350 | 351 | Show remote details: 352 | `git remote -v` 353 | 354 | Add remote upstream from GitHub project: 355 | `git remote add upstream https://github.com/user/project.git` 356 | 357 | Add remote upstream from existing empty project on server: 358 | `git remote add upstream ssh://root@123.123.123.123/path/to/repository/.git` 359 | 360 | Fetch: 361 | `git fetch upstream` 362 | 363 | Fetch a custom branch: 364 | `git fetch upstream branchname:local_branchname` 365 | 366 | Merge fetched commits: 367 | `git merge upstream/master` 368 | 369 | Merge automatically accepting the changes made to the current branch 370 | `git pull --strategy recursive -X ours origin master` 371 | 372 | Merge automatically accepting the changes made to the current branch 373 | `git pull --strategy recursive -X theirs origin master` 374 | 375 | Remove origin: 376 | `git remote rm origin` 377 | 378 | Show remote branches: 379 | `git branch -r` 380 | 381 | Show all branches: 382 | `git branch -a` 383 | 384 | Create and checkout branch from a remote branch: 385 | `git checkout -b local_branchname upstream/remote_branchname` 386 | 387 | Compare: 388 | `git diff origin/master..master` 389 | 390 | Push (set default with `-u`): 391 | `git push -u origin master` 392 | 393 | Push: 394 | `git push origin master` 395 | 396 | Force-Push: 397 | `git push origin master --force` 398 | 399 | Pull: 400 | `git pull` 401 | 402 | Pull specific branch: 403 | `git pull origin branchname` 404 | 405 | Fetch a pull request on GitHub by its ID and create a new branch: 406 | `git fetch upstream pull/ID/head:new-pr-branch` 407 | 408 | Clone to localhost: 409 | `git clone https://github.com/user/project.git` or: 410 | `git clone ssh://user@domain.com/~/dir/.git` 411 | 412 | Clone to localhost folder: 413 | `git clone https://github.com/user/project.git ~/dir/folder` 414 | 415 | Clone specific branch to localhost: 416 | `git clone -b branchname https://github.com/user/project.git` 417 | 418 | Delete remote branch (push nothing): 419 | `git push origin :branchname` or: 420 | `git push origin --delete branchname` 421 | 422 | 423 | ### 15. Archive 424 | ----------- 425 | Create a zip-archive: `git archive --format zip --output filename.zip master` 426 | 427 | Export/write custom log to a file: `git log --author=sven --all > log.txt` 428 | 429 | 430 | ### 16. Reflog 431 | ---------- 432 | #### Often useful when needing to recover "lost" references as it tracks your reference history rather than your commit history. 433 | 434 | View all changes to HEAD: 435 | `git reflog` or: 436 | `git reflog show HEAD` 437 | 438 | View all changes to a branch: 439 | `git reflog show ` 440 | 441 | View all changes to a stash: 442 | `git reflog ` 443 | 444 | Additionally: `git reflog show` is an alias for: `git log -g --abbrev-commit --pretty=oneline`, and accepts the same options as `git log` 445 | 446 | Further information: https://git-scm.com/docs/git-reflog 447 | 448 | Troubleshooting 449 | ----------- 450 | 451 | Ignore files that have already been committed to a Git repository: http://stackoverflow.com/a/1139797/1815847 452 | 453 | 454 | Security 455 | ----------- 456 | 457 | Hide Git on the web via `.htaccess`: `RedirectMatch 404 /\.git` 458 | (more info here: http://stackoverflow.com/a/17916515/1815847) 459 | -------------------------------------------------------------------------------- /CONTRIBUTORS.md: -------------------------------------------------------------------------------- 1 | ## Here is a list of awesome people who contributed to this repository 2 | 3 | ### It's time to network :india: :us: :cn: :brazil: :australia: :gb: :es: :taiwan: :poland: :turkey: :indonesia: :fr: :vietnam: :de: :ng: :ukraine: :netherlands: :philippines: :serbia: :uruguay: :cuba: :malaysia: :it: :venezuela: :colombia: :belgium: :zambia: 4 | 5 | ``` 6 | Instructions : 7 | 8 | - Please consider adding your national flag above, if it is not there. 9 | 10 | - Add your detail at the bottom of the second table (CONTRIBUTORS.md). 11 | 12 | - Don't change the format of the table or modify someone else content. 13 | 14 | - In case you don't want to disclose your contact information, no problem, this list is just created to get to know people who are contributing to this repository. 15 | ``` 16 | 17 | ### 1. Collaborators 18 | 19 | | S.no | Name | Country | Introduction | Contact | 20 | |------|:------|:---------|:--------------|:------------| 21 | | 1. | **Deepak Kumar** :octocat: | India | Full stack and Machine Learning Developer | [LinkedIn](https://www.linkedin.com/in/dipakkr) - [GitHub](https://github.com/dipakkr) | 22 | | 2 | **Akhand Mishra** |India| Frontend Developer - Python Scripter | [GitHub](https://github.com/Contrevien) - [LinkedIn](https://www.linkedin.com/in/contrevien/) | 23 | 24 | --- 25 | 26 | ### 2. Contributors 27 | 28 | | S.no | Name | Country | Introduction | Contact | 29 | |------|:------|:---------|:--------------|:------------| 30 | | 1. | **Neelesh Gupta** | - | | [LinkedIn](https://www.linkedin.com/in/neelesh-gupta-55793b13a)| 31 | | 2. | **Archit Kaushik** |-| | [GitHub](https://github.com/architkshk) | 32 | | 3. | **Pratyusha Thumiki** | India | | [GitHub](https://github.com/PratyushaThumiki) | 33 | | 4. | **Manuel Coppotelli** |-| | [GitHub](https://github.com/manuelcoppotelli) | 34 | | 5. | **Nathan Glover** |-| | [GitHub](https://github.com/t04glovern) | 35 | | 6. | **Sengxay Xayachack** |-| | [GitHub](https://github.com/frankxayachack) | 36 | | 7. | **Juliano Garcia** |-| | [GitHub](https://github.com/robotenique) | 37 | | 8. | **Jibin Thomas** |-| | [GitHub](https://github.com/jibin2706) | 38 | | 9. | **João Esteves** |-| | [GitHub](https://github.com/jvaesteves) | 39 | | 10. | **Priya Gancayco** |-| | [GitHub](https://github.com/peacebefore) | 40 | | 11. | **Cole Calamos** |-| | [GitHub](https://github.com/ccalamos) | 41 | | 12. | **Karan Rajpal** | India | Full stack and Android Developer. | [My website](https://karan-rajpal.com) - [LinkedIn](https://linkedin.com/in/karan-rajpal) - [GitHub](https://github.com/karanrajpal14) | 42 | | 13. | **Camila Araujo** |-| | [GitHub](https://github.com/milaaraujo) | 43 | | 14. | **LShun** | | | [GitHub](https://github.com/LShun) | 44 | | 15. | **Angga Lanuma** |-| | [My Website](https://lanuma.web.id/) - [LinkedIn](https://www.linkedin.com/in/lanuma/) | 45 | | 16. | **Ron Guest** |-| | [GitHub](https://github.com/ronguest) | 46 | | 17. | **Nabanita Dash** |-| Pythonista - ML- NLP - AI | [Github](https://github.com/Naba7) | 47 | | 18. | **Sachin Rungta** |-| | [GitHub](https://github.com/sac6120) | 48 | | 19. | **Subhra Paladhi** |-| | [GitHub](https://github.com/maverick1223) - [LinkedIn](https://in.linkedin.com/in/subhra-paladhi-1b42a5167) | 49 | | 20. | **Noel** |-| | [GitHub](https://github.com/vodkanoya) | 50 | | 21. | **Mahmut Alban** |-| | [My website](https://albanmahmut.github.io/Portfolio/CV/index.html) - [LinkedIn](https://www.linkedin.com/in/mahmutalban/?locale=en_US) - [GitHub](https://github.com/albanmahmut) | 51 | | 22. | **Mona Fenzl** |-| | [GitHub](https://github.com/ZuckerWatte) | 52 | | 23. | **Vinícius Alencar** | Brazil | CS Student | [GitHub](https://github.com/vncsalencar) | 53 | | 24. | **Pedro Leão** |-| | [GitHub](https://github.com/phenriqueleao) | 54 | | 25 | **Jiazheng Shen** |-| | [GitHub](https://github.com/jiazheng0609) | 55 | | 26. | **Bhavy Singh** |-| | [GitHub](https://github.com/bhavybarca) | 56 | | 27. | **James Bedwell** |-| Studying Web Development. | [GitHub](https://github.com/jamesrbedwell) - [LinkedIn](https://www.linkedin.com/in/jamesbedwell) | 57 | | 28. | **Harshit Modi** | India | UTA, Texas - Web Developer | [GitHub](https://github.com/Harshit-modi) - [LinkedIn](https://www.linkedin.com/in/harshit-modi/) | 58 | | 29. | **Vivek Raj** | India | Python, Django. | [GitHub](https://github.com/vivekrj0) - [Twitter](http://twitter.com/vivekrj0)| 59 | | 30. | **Deepak Kumar** :octocat: | India | Full stack and Machine Learning Developer | [LinkedIn](https://www.linkedin.com/in/dipakkr) - [GitHub](https://github.com/dipakkr) | 60 | | 31. | **Ashok KS** |Melbourne| Monash University, Melbourne - 8 years of exp. as Data Analyst. | [GitHub](https://github.com/ksashok) - [LinkedIn](https://www.linkedin.com/in/ksashok/) | 61 | | 32. | **Suyasha** | New York | | [GitHub](https://github.com/suyasha0) | 62 | | 33. | **Ariel Teague** | Arkansas, USA| Backend Software Engineer - ML - Game Devlopment | [GitHub](https://github.com/ArielBurningLadyStudios) - [LinkedIn](https://www.linkedin.com/in/ariel-teague-39b87b113/) | 63 | | 34. | **Jayesh Patel** | India | Final Year Undergrad, MEAN Developer - Interested in pursuing MS at Purdue 2020| [GitHub](https://github.com/codeghoul) - [LinkedIn](https://www.linkedin.com/in/jayeshpatel16/) | 64 | | 35. | **Olatz C. Pérez** | Spain | Computer Science Engineering - Working in VR Simulations and amateur videogames| [GitHub](https://github.com/Darkatom) - [LinkedIn](https://www.linkedin.com/in/olatz-casta%C3%B1o-p%C3%A9rez-39034011a/) | 65 | | 36. | **Jonathan Wagoner** | USA | UI Developer | [GitHub](https://github.com/ITSjwags) - [LinkedIn](https://linkedin.com/in/jonathanwagoner/) | 66 | | 37. | **Cassiano Fontes** | São Paulo, Brazil | Software Tester | [GitHub](https://github.com/cassianofnts) - [Twitter](http://twitter.com/yungcardinals) | 67 | | 38. | **Md. Asifur Rahman Pial** |-| | [GitHub](https://github.com/asifurrahmanpial) | 68 | | 39. | **Estefany Calderón Parra** | Jalisco, México | Software Engineer | [GitHub](https://github.com/estefycp) - [Twitter](http://twitter.com/estefycp) | 69 | | 40 | **Jendaipou Palmei** |India| Student| [GitHub](https://github.com/Daipu) | 70 | | 41 | **Akhand Mishra** |India| Frontend Developer - Python Scripter | [GitHub](https://github.com/Contrevien) - [LinkedIn](https://www.linkedin.com/in/contrevien/) | 71 | | 42 | **Jonathan Chang** | Taiwan | | [GitHub](https://github.com/cccntu) | 72 | | 43 | **Dipti Nayan** |India| Frontend Developer - Google India Scholar | [GitHub](https://github.com/diptinayan) - [LinkedIn](https://www.linkedin.com/in/dipti-nayan-9746b1115/) | 73 | | 44 | **Jakub Kusiowski** |Poland| Frontend Developer - IT student | [GitHub](https://github.com/KusioDev) - [LinkedIn](https://www.linkedin.com/in/jakub-kusiowski-746a13169/) | 74 | | 45 | **Ece Mac** | Turkey | Ex-lawyer, Intern Frontend Developer | [GitHub](https://github.com/ecemac) - [LinkedIn](https://www.linkedin.com/in/ece-mac-183123101/) | 75 | | 46 | **Povilas Baranovas** | Lithuania | Ex molecular biologist, Junior Frontend Developer | [GitHub](https://github.com/povilasbaranovas) - [LinkedIn](https://www.linkedin.com/in/povilas-baranovas/) | 76 | | 47 | **Nguyen Cong Khang** | Vietnam | College Student | [GitHub](https://github.com/khang72) | 77 | | 48 | **Chinmay Rane** | India | Android Developer and Machine Learning Apasionado | [Github](https://github.com/Chinmayrane16) - [LinkedIn](https://www.linkedin.com/in/fuzzywizard/) 78 | | 49 | **Kei Tangkilisan** | Indonesia | | [GitHub](https://github.com/KeiVanIndo) | 79 | | 47 | **Chinmay Rane** | India | Android Developer and Machine Learning Apasionado | [Github](https://github.com/Chinmayrane16) - [LinkedIn](https://www.linkedin.com/in/fuzzywizard/) 80 | | 48 | **Kei Tangkilisan** | Indonesia | | [GitHub](https://github.com/KeiVanIndo) | 81 | | 49 | **Dan Edgren** | Connecticut, USA | Cybersecurity & Beginning Developer | [GitHub](https://github.com/dedgren) | 82 | | 50 | **Asrst** | India | ML Beginner | [GitHub](https://github.com/Asrst) | 83 | | 51 | **Guido Sanchez** | Canada | Python, Java, Javascript | [Github](https://github.com/Guido2k) | 84 | | 52 | **Denise Gillette** | USA | | [GitHub](https://github.com/gilletted) | 85 | | 53 | **Stacey Koornneef** | Canada | Data Science Student | [GitHub](https://github.com/Stacey-Koornneef) | 86 | | 54 | **Adam Weiler** | Canada | Teaching self how to code | [GitHub](https://github.com/adam-weiler) - [LinkedIn](https://www.linkedin.com/in/adamweiler/) - [Twitter](https://twitter.com/adamweiler86) | 87 | | 55 | **Rohit Krishna** | | Software Engineer | [GitHub](https://github.com/rohitkrishna094) | 88 | | 56 | **Soh Boon Hoe** | Malaysia | Javascript Beginner | [GitHub](https://github.com/maximilliansoh) | 89 | | 57 | **Amit Sharma** | India | Linux DevOps Engineer | [LinkedIn](https://www.linkedin.com/in/amitsharma928) | 90 | | 58 | **Manish Ghumnani** | India | Software Engineer | [GitHub](https://github.com/Manish-Ghumnani) | 91 | | 59 | **Davina Leong** | Singapore | Full-stack LAMP developer | [GitHub](https://github.com/DavinaLeong) - [LinkedIn](https://www.linkedin.com/in/davina-leong-s9115675g/) 92 | | 60 | **Rohit Krishna** | | Software Engineer | [GitHub](https://github.com/rohitkrishna094) | 93 | | 61 | **Subhendu Sethi** | India | Engineer at Amazon | [LinkedIn](https://www.linkedin.com/in/subhendusethi/) - [Github](https://github.com/subhendusethi) | 94 | | 62 | **Vera Sticker** | USA | Teacher and Data Analysis Student | [GitHub](https://github.com/verascity) | 95 | | 63 | **Juwana Zerman** | | USA | | [GitHub](https://github.com/JZerman2018) - [LinkedIn](https://www.linkedin.com/in/juwana-zerman/) | 96 | | 64 | **Tato Alves** | Portugal | SysAdmin | [GitHub](https://github.com/TatoAlves/) | 97 | | 65 | **Avinash Raj** | INDIA | Backend Developer | [GitHub](https://github.com/avinashraj23/) - [LinkedIn](https://www.linkedin.com/in/avinashraj23/) | 98 | | 66 | **Ben Fillipucci** | USA | Asp.net Dev | [GitHub](https://github.com/BenCoden/) | 99 | | 67 | **Tucker Wray** | USA | Python Django Developer | [GitHub](https://github.com/jtwray)| 100 | | 68 | **Avi Patil** | USA | Software Developer | [GitHub](https://github.com/avithecoder)| 101 | | 69 | **Marjy Guery** | USA | Web Developer | [LinkedIn](https://linkedin.com/in/msguery)| 102 | | 70 | **Frank Carlone** | USA | Learning to code | [GitHub](https://github.com/fcarlone) - [LinkedIn](https://www.linkedin.com/in/frank-carlone-iii-4b531011/) | 103 | | 71 | **Brian Archibald** | USA | JavaScript Developeer | [GitHub](https://github.com/BrianArchibald) | 104 | | 72 | **Grant Garrett** | USA | Full-Stack Dev / Indie Game Dev | [GitHub](https://github.com/CNIAngel) - [LinkedIn](https://www.linkedin.com/in/grant-garrett-9057694b/)| 105 | | 73 | **Rakesh Kumar** | India | Web Developer | [GitHub](https://github.com/rakesh258) - [LinkedIn](https://www.linkedin.com/in/rakesh258/)| 106 | | 74 | **Chandan Singh** | India | Software Engineer -MERN| [LinkedIn](https://www.linkedin.com/in/chandan-singh-228a1478/) | 107 | | 75 | **Ren Cummings** | USA | Software Engineer | [GitHub](https://github.com/nrenc027)| 108 | | 76 | **David Li** | USA | College Student | [GitHub](https://github.com/davidiswhat) | 109 | | 77 | **Bhagyesh Patel** | India | IT Engineer | [GitHub](https://github.com/bhagyesh11698) - [LinkedIn](https://www.linkedin.com/in/bhagyesh-patel-643975125/)| 110 | | 78 | **Om Prakash Paliwal** | India | DevOps Engineer | [GitHub](https://github.com/BalajiTechs) - [LinkedIn](https://www.linkedin.com/in/omprakash-paliwal)| 111 | | 79 | **Nikita** | India | College Student | [GitHub](https://github.com/j07nikita) - [LinkedIn](https://www.linkedin.com/in/nikita-rungta-141a81149/)| 112 | | 80 | **Krutagn Patel** | India | IT Engineer | [GitHub](https://github.com/Krutagn) | 113 | | 81 | **Vignesh B.S** | India | Student | [GitHub](https://github.com/vignesh1999) | 114 | | 82 | **Abhishek Chahar** | India | College Student | [GitHub](https://github.com/Devil1729) | 115 | | 83 | **Gabriel Caballero** | France | Student | [GitHub](https://github.com/gabrielcaballero) | 116 | | 84 | **Edward Yang** | USA | CS Student | [GitHub](https://github.com/efyang)| 117 | | 85 | **Kavan Pancholi** | India | Software Engineer | [GitHub](https://github.com/kavanpancholi)| 118 | | 86 | **Thomas Smith** | Ireland | Salesforce Developer | [GitHub](https://github.com/ThomasSmithIRE) - [LinkedIn](https://www.linkedin.com/in/engineertsmith/) | 119 | | 87 | **Ken Davis** | - | Web Development | [GitHub](https://github.com/kdavis-ssi) - [LinkedIn](https://www.linkedin.com/in/ken-davis-9a6a8051/) -[Twitter](http://twitter.com/kdavis158)| 120 | | 88 | **Rajesh Mohan** | New York | Stony Brook University - Python - Data Science - React and React Native | [LinkedIn](https://www.linkedin.com/in/rajeshm93/) - [GitHub](https://github.com/rajesh1993) | 121 | | 89 | **Gavin McDonald** | Ireland | Student | [GitHub](https://github.com/Gavmcdonald) | 122 | | 90 | **Huy Hoang Phi** | Viet Nam |iOS Developer | [LinkedIn](https://www.linkedin.com/in/huyhoangphi/) | 123 | | 91 | **Balesabu Godugu** | India | Full Stack developer | [LinkedIn](https://www.linkedin.com/in/balesabu-godugu-779a3819/) | 124 | | 92 | **Benoit Masson-Bedeau** | France | Software developer | [GitHub](https://github.com/benichka) | 125 | | 93 | **Anna Karpińska** | Poland |Frontend Developer & Graphic Designer | [GitHub](https://github.com/P1X3L0V4) - [LinkedIn](https://www.linkedin.com/in/p1x3l0v4/) - [Twitter](https://twitter.com/P1X3L0V4) - [Web](http://p1x3l.studio/) | 126 | | 94 | **Nico Belobrajdic** | Germany | student | [GitHub](https://github.com/nicobelob)| 127 | | 95 | **Ashish Gupta** | India | | [LinkedIn](https://www.linkedin.com/in/neelesh-gupta-55793b13a)| 128 | | 96 | **Shashank Gupta** |India| Data Scientist | [GitHub](https://github.com/AkkiShashank) - [LinkedIn](https://www.linkedin.com/in/shashank-gupta-93927411a/) | 129 | | 97 | **Afolabi Dare** | Nigeria | Java Student | [GitHub](https://github.com/Darepapi) | 130 | | 98 | **Max Belushkin** | Ukraine | Software Engineer | [GitHub](https://github.com/belushkin) | 131 | | 99 | **meltz** | Singapore | Web Developer | [GitHub](https://github.com/meltz) | 132 | | 100 | **Karthick Manoharan** | India | Full stack developer | [GitHub](https://github.com/karthick-manoharan) 133 | | 101 | **Simone Puhl** | The Netherlands | Front-end Developer in training | [GitHub](https://github.com/BrewingJavaS) | 134 | | 102 | **Tammy Davis** | USA | Student | [GitHub](https://github.com/tshade2011) | 135 | | 103 | **Ianka Karúzia** | Brazil | Web/Mobile Developer | [GitHub](https://github.com/iankakaruzia/) | 136 | | 104 | **Miteshree Sheth** | USA | Full stack develope, Improving my developer skills | [GitHub](https://github.com/miteshree) - [LinkedIn](https://www.linkedin.com/in/miteshree-sheth-b3664525/) | 137 | | 105 | **Grace Witter** | UK | Web Designer/Developer | [GitHub](https://github.com/gracewitter) | 138 | | 107 | **Abhijeet Srivastava**| India | Full stack developer | [Github](https://github.com/abhijeet181995) 139 | | 108 | **Edward Matyja** | - |New developer looking to improve skills in both front and back end fields | [GitHub](https://github.com/edwardallanpoe) | 140 | | 109 | **Matt Murphy** | USA | Designer/Front-End Developer | [GitHub](https://github.com/MattMurphyDev) | 141 | | 110 | **Harsh Trivedi** | India | Student | [GitHub](https://harsh98trivedi.github.io) | 142 | | 111 | **Myla Deceree Sabordo** | Philippines | Student | [Github](https://github.com/mimi2495) | 143 | | 112 | **Kelvin Omereshone** | Nigeria | Full Stack developer | [GitHub](https://github.com/DominusKelvin) | [Twitter](https://twitter.com/Dominus_Kelvin) | [Medium](https://medium.com/@dominuskelvin) | [LinkedIn](https://www.linkedin.com/in/kelvinomereshone/) | 144 | | 113 | **Connie Lei** | New York | Student | [GitHub](https://github.com/connielei) | 145 | | 114 | **Myla Deceree Sabordo** | Philippines | Student | [Github](https://github.com/mimi2495) | 146 | | 115 | **Kelvin Omereshone** | Nigeria | Full Stack developer | [GitHub](https://github.com/DominusKelvin) | [Twitter](https://twitter.com/Dominus_Kelvin) | [Medium](https://medium.com/@dominuskelvin) | [LinkedIn](https://www.linkedin.com/in/kelvinomereshone/) | 147 | | 116 | **Jon Taylor** | USA | Software engineering student | [GitHub](https://github.com/jontaylor224) | 148 | | 117 | **Lucas Picollo** | Brasil | Trainee Developer | [GitHub](https://github.com/picollo) - [LinkedIn](https://www.linkedin.com/in/lucas-picollo/)| 149 | | 118 | **Sonja Parsell** | USA | Web Developer/Software Developer | [GitHub](https://github.com/redsonjacode) | 150 | | 119 | **Joshua Ogwang** | Uganda | Student | [GitHub](https://github.com/joshuaOgwang) | 151 | | 120 | **Crews** | - | PHP developer | [GitHub](https://github.com/crewsycrews) | 152 | | 121 | **Dennis Dmello** | India | student | [GitHub](https://github.com/dendemello) | 153 | | 122 | **Furkan Sayım** | Turkey | SecOPS Engineer | [GitHub](https://github.com/xShuden) | 154 | | 123 | **Charles Fleurquin** | France | Trainee Developer | [GitHub](https://github.com/CharlesFleurquin) | 155 | | 124 | **Atem** | Germany | student | [GitHub](https://github.com/Cr0nic) | 156 | | 125 | **Sujay** | India | student | [GitHub](https://github.com/slasher17) | 157 | | 126 | **ElenaMLopez** | Spain | Developer | [GitHub](https://github.com/ElenaMLopez) | 158 | | 127 | **Alvin Quijano** | Canada | Software Engineering Student | [GitHub](https://github.com/acqno) | 159 | | 128 | **Shaan** | Pakistan | Software Engineering Student | [GitHub](https://github.com/shaanmuhammad786) | 160 | | 129 | **Kaiz Merchant** | India | Full Stack Developer | [GitHub](https://github.com/kaiz123) | 161 | | 130 | **Marko Markovic** | Serbia | Java Developer | [GitHub](https://github.com/mare980) | 162 | | 131 | **Edno Fedulo** | Brazil | iOS Developer | [GitHub](https://github.com/ednofedulo) | 163 | | 132 | **Aashish Kumar** | India | CSE Student @ IIT Mandi | [GitHub](https://github.com/aashish-ak) | 164 | | 133 | **Maaruf Dauda** | Nigeria | Mobile Developer | [GitHub](https://github.com/emkayDauda) | 165 | | 134 | **AleksCreative** | Poland/UK | Illustrator & Junior Front-end Developer | [GitHub](https://github.com/AleksCreative) | 166 | | 135 | **Carlo Carlo Lizano** | Uruguay | Cuban Software Developer | [GitHub](https://github.com/clizano)|[Linkedin](https://www.linkedin.com/in/carlo-carlo-lizano-2613a9a3/)| 167 | | 136 | **Annika Ollonen** | Finland | Software engineer | [GitHub](https://github.com/annikaol) | 168 | | 137 | **Kaustubh Prabhu** | India | CSE Student: Applying for Masters | [GitHub](https://github.com/Kaustubhprabhu98)|[Linkedin](https://www.linkedin.com/in/kaustubh-prabhu/)| 169 | | 138 | **George McCarron** | UK | Computer Science Student | [GitHub](https://github.com/george1410) - [LinkedIn](https://www.linkedin.com/in/mccarrong)| 170 | | 139 | **Athul K** | India | Computer Science Student | [GitHub](https://github.com/excorcist) - [LinkedIn](https://www.linkedin.com/)| 171 | | 140 | **Matt Luby** | USA | Neuroscience Student | [GitHub](https://github.com/lubacious)| 172 | | 141 | **Gaurav Khandelwal** | India | Computer Science and Engineering Student | [Github](https://github.com/gaurav122197) - [LinkedIn](https://www.linkedin.com/in/gaurav-khandelwal/) 173 | | 142 | **Ricardo Dantas** | Brazil | Python Developer | [GitHub](https://github.com/licensed) - [Linkedin](https://www.linkedin.com/in/licensed/)| 174 | | 143 | **Vinay Sagar Sharma** | India | Student | [GitHub](https://github.com/vinay72) | - [LinkedIn](https://www.linkedin.com/in/vinay-sagar-sharma-629b33151/) 175 | | 144 | **Harsh Aryan** |India | College Student | [Github](https://github.com/aryan-harsh) - [LinkedIn](https://www.linkedin.com/in/harsh-aryan-0614b5157/) | 176 | | 145 | **Bernard** | Malaysia | Student | [GitHub](https://github.com/bernisaur) | 177 | | 146 | **Rohit Kumar** | India | UX Designer + Front-end Developer | [Twitter](https://twitter.com/rohitkrops) | 178 | | 147 | **Nirosha Jayasundara** | Sri Lanka | SE undergraduate | [GitHub](https://github.com/niroshajayasundara) | 179 | | 148 | **Ruthiel Trevisan** | Portugal | ABAP Developer | [GitHub](https://github.com/ruthiel) | 180 | | 149 | **Mansi Gera** | India | student | [GitHub](https://github.com/mancee) | 181 | | 150 | **Madhav Bahl** | India | Web Dev and Tech Blogger | [GitHub](https://github.com/MadhavBahlMD) | 182 | | 151 | **Harshmeet Singh** | India | ISE Student @CMRIT Bangalore | [Github](https://github.com/Harshmeets007) | 183 | | 152 | **Nilesh Laxmi** | India | React Developer | [GitHub](https://github.com/nileshlaxmi) | 184 | | 153 | **Blessing Pariola** | Nigeria | Backend Developer | [GitHub](https://github.com/pariola) | 185 | | 154 | **Jackie C** | USA | Computer Science Hobbyist | [GitHub](https://github.com/CheezBallzPi) | 186 | | 155 | **Mirko M** | Slovenia | Computer Science Student | [GitHub](https://github.com/mare80)| 187 | | 156 | **FredBonux** | Italy | Computer Science Student | [GitHub](https://github.com/FredBonux)| 188 | | 157 | **Emily Hem** | Canada | Student | [GitHub](https://github.com/emilyhem)| 189 | | 158 | **Andrew Ferreira** | Canada | Software Engineering Student | [GitHub](https://github.com/acferreir4) - [LinkedIn](https://www.linkedin.com/in/acferreir4/)| 190 | | 159 | **Ben Diuguid** | USA | Software Engineer | [GitHub](https://github.com/bendiuguid) | 191 | | 160 | **Lindsay Chapin** | USA | Full Stack Web Developer | [GitHub](https://github.com/lnchapin) - [LinkedIn](https://www.linkedin.com/in/lnchapin)| 192 | | 161 | **Kirie** | Australia | Student and aspiring programmer | [GitHub](https://github.com/kirievalient) | 193 | | 162 | **Celeste Zapata** | Argentina | Web Developer / Software Developer | [GitHub](https://github.com/rozenstraws) - [LinkedIn](https://www.linkedin.com/in/celeste-zapata/)| 194 | | 163 | **Muhammad Awais** | Pakistan | Computer Science Student | [GitHub](https://github.com/muhammadawaishaider) | 195 | | 164 | **Rana Faisal** | Pakistan | Computer Science Student | [GitHub](https://github.com/IRanafaisal) | 196 | | 165 | **Joel Ewig** | Germany | Computer Science Studen | [Github](https://github.com/tincher) | 197 | | 166 | **Phil Mauracher** | USA | Web Dev Student | [GitHub](https://github.com/Gradientus) - [LinkedIn](https://www.linkedin.com/in/phillip-mauracher-1429a41/) 198 | | 167 | **Oláh Tamás-Lajos** | Romania | Computer Science Student | [GitHub](https://github.com/tomiolah1998) - [LinkedIn](https://www.linkedin.com/in/tomiolah1998/) | 199 | | 168 | **axux** | USA | Learning to code | [GitHub](https://github.com/axux) | 200 | | 169 | **Akani** | Indonesia | Computer Science student | [GitHub](https://github.com/akanijade) | 201 | | 170 | **Aman Agarwal** | India | Student | [GitHub](https://github.com/amanagarwal-sopho) | 202 | | 171 | **maria jose** | Vzla | self-taught web development student | [GitHub](https://github.com/majse14)| 203 | | 172 | **Stefan Grbic** | Serbia | Computer Science Student | [GitHub](https://github.com/grbagrbic)| 204 | | 173 | **Aditya Singh** | India | Coder | [Github](https://github.com/Aditya7861) | 205 | | 174 | **Anirudh Kanakatte** | India | Student | [GitHub](https://github.com/anirudhkanakatte) | 206 | | 175 | **Andrew Scott** | England | Student | [GitHub](https://github.com/Vikki111) | 207 | | 176 | **Padmanabhan Murli** | India | Computer Science student | [GitHub](https://github.com/p-murli) | 208 | | 177 | **Raja Jamal** | Indonesia | Python / Django Developer | [GitHub](https://github.com/rajajamal) | 209 | | 178 | **Justin** | USA | Software Enginner | [Github](https://github.com/jsrice7391) | 210 | | 179 | **Amphy** | USA | Computer Science student | [GitHub](https://github.com/amphy) | 211 | | 180 | **Utkarsh Dubey** | India | School Student | [Github](https://github.com/utkarshdubey2) 212 | | 181 | **Prakhar Varshney** | India | CSE Student | [GitHub](https://github.com/prakhar9998) | 213 | | 182 | **David Christoffersen** | Denmark | Product owner | [GitHub](https://github.com/dattvidc) | 214 | | 183 | **Malka Saba** | Canada | Computer Science Student | [GitHub](https://github.com/malkasaba) | 215 | | 184 | **Bhavy Khatter** | India | Computer Science Student | [GitHub](https://github.com/bhavy007) | 216 | | 185 | **Mark Gormley** | Ireland | Computer Science Student | [GitHub](https://github.com/gormleymark) | 217 | | 186 | **Jaikob Park** | USA | Management Information Systems Undergrad | [GitHub](https://github.com/JaikobPark) | 218 | | 187 | **Abhinav Raj** | India | | [GitHub](https://github.com/abhinavraj0123456789) | 219 | | 188 | **MNikolaidis** | Greece | Biochemistry Student | [Github](https://github.com/marionik23) | 220 | | 189 | **Shubham Shekhar** | India | Student | [GitHub](https://github.com/Keovkevin) | - [LinkedIn](https://www.linkedin.com/in/shubham-shekhar/) 221 | | 190 | **Mhae Co** | Canada | Support Analyst | [GitHub](https://github.com/mhaeco) | 222 | | 191 | **Leonardo Dominguez** | Dominican Republic | Electrical Engineer | [GitHub](https://github.com/focux) | 223 | | 192 | **Andrew Connin** | United States | Freelancer | [GitHub](https://github.com/cercei) | 224 | | 193 | **Joamar Derije** | Philippines | Computer | [GitHub](https://github.com/joamarderije) | 225 | | 194 | **Karandeep Singh** | India | Computer Science Student | [GitHub](https://github.com/karandeepSJ) | 226 | | 195 | **Mario Vizcaino** | Colombia | Software Enginner | [GitHub](https://github.com/mariovzc) - [LinkedIn](https://www.linkedin.com/in/mariovizcaino/) | 227 | | 196 | **Camilo Ibarra** | Colombia | Electronic and Telecomunications Engineer | [GitHub](https://github.com/camiloibarrayepes) | 228 | | 197 | **Roger Keith** | United States | Software Developer | [Github](https://github.com/RaevLogic) | 229 | | 198 | **Anish Mendiratta** | India | Electronics and Computer Student | [GitHub](https://github.com/Anish110910) | 230 | | 199 | **Sam Young** | USA | Computer Science | [GitHub](https://github.com/sammysamx20) | 231 | | 200 | **Ruchi Sharma** | India | Computer Science Student | [GitHub](https://github.com/ruchics) | 232 | | 201 | **Surayya Yousuf** | India | Software Developer | [Github](https://github.com/surayyayousaf) | 233 | | 202 | **Michael Anderson** | United States | Student | [Github](https://github.com/rockstar3505) | 234 | | 203 | **Lavie Ruan** | United States | Full Stack Developer | [Github](https://github.com/lavioli) | 235 | | 204 | **Ricardo D. Ferrer** | Brazil | Web Dev Student | [Github](https://github.com/ricdferrer) | 236 | | 205 | **Josh Wood** | USA | Software Developer | [GitHub](https://github.com/wood2jp2) - [LinkedIn](https://www.linkedin.com/in/joshua-wood/) 237 | | 206 | **Daniel Chapin** | America | Student | [GitHub](https://github.com/kokomoko8) | 238 | | 207 | **Siddharth Gupta** | India | Full Stack Web Developer | [GitHub](https://github.com/luckywilliams) | 239 | | 208 | **Nitin Pant** | India | Student | [GitHub](https://github.com/pantnitin123) | 240 | | 209 | **Timmy** | Belgium | | [GitHub](https://github.com/Timmy) | 241 | | 210 | **Umme Ammara** | Pakistan | Computer | [GitHub](https://github.com/UmmeAmmaraa) | 242 | | 211 | **Luís Lança** | Brazil | Student | [GitHub](https://github.com/lancaluis) | 243 | | 212 | **Thulakshi** | Sri Lanka | Student | [GitHub](https://github.com/thulakshimadu) | 244 | | 213 | **Carmelo Ventimiglia** | Italy | Web&App developer | [LinkedIn](https://www.linkedin.com/in/carmelo-ventimiglia/) | 245 | | 214 | **Dhairya** | India | Engineering Student-beginner developer- machine learning | [Github](https://github.com/arLong-98) 246 | | 215 | **William Cook** | United States | Software Engineer | [Github](https://github.com/bcookdev) | 247 | | 216 | **Leoberto J. Preuss Jr.** | Brazil | Technical Writer | [GitHub](https://github.com/leoberto)| 248 | | 216 | **Rakesh Kumar** | India | Software Developer | [GitHub](https://github.com/rkamn)| 249 | | 217 | **Prakhar** | - | CS | [GitHub](https://github.com/prakhar0409) | 250 | | 218 | **Breno Castelo Branco** | Brazil | Back-End Developer | [Github](https://github.com/brenocastelo/) | 251 | | 219 | **Aman Pandey** | India | Machine Learning and Blockchain | [Github](https://github.com/johnsoncarl/) | 252 | | 220 | **Lauren Conley** | United States | Learning Full Stack web development | https://github.com/laconley | 253 | | 221 | **Caleb Xu** | USA | | [GitHub](https://github.com/alebcay) | 254 | | 222 | **Shafran Naizer** | Srilanka| Undergraduate | [GitHub](https://github.com/shafran123) | 255 | | 223 | **Steve Worrell** | England | SharePoint Developer | [GitHub](https://github.com/steve-worrell) | 256 | | 224 | **Jacquetta Bommuluri** | United States | Self-taught student | [Github](https://github.com/jacquetta) | 257 | | 225 | **Tania Joseph** | India | Engineering Student-Android Developer | [Github](https://github.com/tannyjoseph) 258 | | 226 | **Tushant** | Nepal | Fullstack Developer | [Github](https://github.com/Tushant) 259 | | 227 | **Christian Johnathan Baquiran** | Philippines | Student | [Github](https://github.com/CyjKun) | 260 | | 228 | **Batuhan Taştekin** | Turkey | Engineering Student | [Github](https://github.com/batuhantstkn) 261 | | 229 | **Siltaz** | India | BCA Student- Web Developer | [Github](https://github.com/siltaz) 262 | | 230 | **Parth Garasiya** | India | Computer Science Student | [GitHub](https://github.com/parth222) | 263 | | 231 | **Ahad Ali** | India | Software Developer | [GitHub](https://github.com/ahadali) | 264 | | 232 | **Ghous AHmed** | Pakistan | Student | [Github](https://github.com/ghousshah) | 265 | | 233 | **Alumanda Shakankale** | Zambia | ICT Technical Support Specialist | [Github](https://github.com/alushaks) | 266 | | 234 | **Shivam Bachhety** | India | Computer Science Student -Developer- Data Science | [Github](https://github.com/shivambachhety) 267 | | 235 | **Eduard** | Spain | Computer Science student | [Github](https://github.com/muzikizum) 268 | | 236 | **Kelvin Mai** | United States | Software Developer | [GitHub](https://github.com/kelvin-mai)| 269 | | 237 | **Trent Andraka** | USA | Student | [Github](https://github.com/trentandraka) - [LinkedIn](https://www.linkedin.com/in/trentandraka/)| 270 | | 238 | **Bolaram Paul** | Bangladesh | Web Dev and Tech Blogger | [GitHub](https://github.com/bolaram) | 271 | | 239 | **Abhishek sharma** | India | Computer Science Student | [GitHub](https://github.com/abhi010101) | 272 | | 240 | **Linda Lai** | Australia | Full-Stack Developer | [GitHub](https://github.com/linda-lai)| 273 | | 241 | **Lauren Wright** | United States | Web Dev Student | [GitHub](https://github.com/laurenewright) | 274 | | 242 | **Mon** | Thailand | Developer | [Github](https://github.com/mon555/) | 275 | | 243 | **Zeeshan**| India || [Github](https://github.com/15bcs019) | 276 | | 244 | **Kapil Chaudhary** | India | Founder Agrocartt , Blockchain,Hyperledger,Tangle loves Android app development | [Github](https://github.com/kapil706)| 277 | 278 | --- 279 | 280 | ### Thanks, you did a great job. Please consider giving a :star: if you :heart::yellow_heart: our efforts. 281 | -------------------------------------------------------------------------------- /translation/README-zh-TW.md: -------------------------------------------------------------------------------- 1 | # A to Z Resources for Students:boy:![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) 2 | 3 | > ## Feel free to show your love :heart: by putting a star :star: 4 | 5 | ### Are you a college student or working professional looking for resources to learn a new language or meet new people in community or looking for global conferences, hackathons and competitions to attend? Then, you should 6 | definitely check this out 7 | 8 | When I was in college, I missed a lot of opportunities like hackathons, conferences, internships and many global events due to a lack of awareness. But, I don't want you to miss these due to lack of information. Here, I have added few resources for students, if you are in college or graduate, you should definitely check it out. 9 | 10 | ![Image](/res/xx.gif) 11 | 12 | *Image credits: Google* 13 | 14 | ## Table of Contents :clipboard: 15 | 16 | 1. [Coding Resources - How to learn xyz ](#1-coding-resources-pencil) 17 | 18 | - [Python](#11-python-snake) 19 | - [Machine Learning](#12-machine-learning-robot) 20 | - [Deep Learning](#13-deep-learning) 21 | - [Android Development](#14-android-development-iphone) 22 | - [Backend Development ](#15-backend-development-computer) 23 | - [Frontend Web Development](#16-frontend-web-development-computer) 24 | - [Data Structure](#17-data-structures-chart_with_upwards_trend) 25 | - [Alexa Tutorials](#18-alexa-tutorials) 26 | - [C Language](#19-c-language) 27 | - [C++ Language](#110-c-language) 28 | - [Git and Github](#111-git-and-github-octocat) 29 | - [R Language](#112-r-language) 30 | 31 | 2. [ Hackathons and Events ](#2-hackathons-and-events) 32 | - [Top Global Hackathons](#21-rainbow-top-global-hackathons) 33 | - [Competitions](#22-competitions-bomb) 34 | - [Hackathon Search Portal](#23--hackathon-search-portals-dart) 35 | - [Events](#24-events-heart_eyes) 36 | - [Startup Summits and Competitions](#25-startup-summits-competitions-and-bootcamps-neckbeard) 37 | - [Hiring Challenges](#26-hiring-challenges-heart) 38 | 39 | 3. [ Student Benefits and Programs ](#3-student-benefits-and-programs-fire) 40 | - [Campus Ambassador Programs](#campus-ambassador-programs-v) 41 | - [Student Benefits and Packs](#student-benefits-and-packs-v) 42 | - [Student Fellowship Programs](#student-fellowship-programs-v) 43 | - [Scholarships](#scholarships-runner) 44 | 45 | 4. [ Open Source Programs ](#4-open-source-programs-octocat) 46 | 5. [Startup Programs and Incubators](#5-startup-programs-and-incubators-mag_right) 47 | 6. [ Internship Portals ](#6-internship-portals-smile) 48 | 7. [Developer Clubs and Meetups](#7-developer-clubs-and-meetups) 49 | 8. [ Conferences for students ](#8-conferences-bookmark_tabs) 50 | 9. [Top People to Follow](#9-top-people-to-follow) 51 | 10. [Top Websites to Follow](#10-top-websites-to-follow) 52 | 11. [Additional Links](#11-additional-links-hamster) 53 | 54 | --- 55 | 56 | # 1. Coding Resources :pencil: 57 | 58 | ## 1.1 Python :snake: 59 | 60 | > [**Browse this link for detailed information on Python**](Python.md) 61 | 62 | - [Learn Python - CodeAcademy](https://www.codecademy.com/learn/learn-python) 63 | - [Progate Python Classes](https://progate.com/languages/python) - **Good for absolute beginners** 64 | - [Video Tutorial for absolute beginners - Youtube](http://bit.ly/2NkrsKh) 65 | - [Intro to Python - Udacity - Free course](https://in.udacity.com/course/introduction-to-python--ud1110-india) 66 | - [Google Python class](https://developers.google.com/edu/python/) 67 | 68 | ## 1.2 Machine Learning :robot: 69 | 70 | > [**Browse this link for detailed information on Machine Learning and Deep Learning**](ML.md) 71 | 72 | - **Best Online Courses** 73 | - [CSE-229 - Stanford University]( http://cs229.stanford.edu/) 74 | - [AndrewNg Coursera](https://www.coursera.org/learn/machine-learning) 75 | - [Udacity Machine Learning Nanodegree](https://in.udacity.com/course/intro-to-machine-learning--ud120-india) 76 | - [ Reinforcement Learning - Nanodegree](https://in.udacity.com/course/reinforcement-learning--ud600) 77 | - [Move 37](https://www.theschool.ai/courses/move-37-course/) - **FREE** 78 | - [ML with Python - YouTube ](https://www.youtube.com/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v) 79 | - [Data Science Machine Learning Bootcamp](https://courses.learncodeonline.in/learn/Machine-Learning-Bootcamp?tab=1) -**PAID** 80 | - [Google's Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/ml-intro) 81 | 82 | - **Best GitHub Repositories to follow** 83 | - [Self Taught Path for Data Science](https://github.com/ossu/data-science) 84 | - [Python Machine Learning (2nd Ed.) Code Repository](https://github.com/rasbt/python-machine-learning-book-2nd-edition) 85 | 86 | - **Research Papers** 87 | - [Arxiv](https://arxiv.org/) 88 | - [IEEE](https://ieeexplore.ieee.org/Xplore/home.jsp) 89 | - [Research Gate](https://www.researchgate.net/) 90 | - [Academics Torrent - Search Dataset](http://academictorrents.com/) 91 | 92 | 93 | ## 1.3 Deep Learning 94 | 95 | > [**Browse this link for detailed information on Machine Learning and Deep Learning**](ML.md) 96 | 97 | - **Best Online Courses** 98 | - [Deep Learning Specialization - Coursera](https://www.coursera.org/specializations/deep-learning) 99 | - [Deep Learning - Fast.AI](http://course.fast.ai/) 100 | 101 | - **Best GitHub Repositories to follow** 102 | - [Top -200 GitHub Repos in Deep learning](https://github.com/mbadry1/Top-Deep-Learning) 103 | - [DensePose - FB Research](https://github.com/facebookresearch/DensePose) 104 | - [Data Science HandBook](https://github.com/jakevdp/PythonDataScienceHandbook) 105 | - [Tensorflow Project Template](https://github.com/MrGemy95/Tensorflow-Project-Template) 106 | - [VisualDL](https://github.com/PaddlePaddle/VisualDL) 107 | - [Caire - Content aware image resize library ](https://github.com/esimov/caire) 108 | 109 | 110 | ## 1.4 Android Development :iPhone: 111 | 112 | - [For Beginners](Android.md) 113 | - [Udacity - Free courses & Nanodegree](https://udacity.com) 114 | - [PluralSight - Android Developer Track](http://pluralsight.com/) [FREE for 60 days] 115 | - [Path to Associate Android Developer](https://github.com/Amejia481/Associate-Android-Developer-Certification) 116 | - [Android examples ](https://github.com/nisrulz/android-examples) 117 | - [Flutter Examples ](https://github.com/nisrulz/flutter-examples) 118 | - [Codelabs](https://codelabs.developers.google.com/) 119 | 120 | ## 1.5 Backend Development :computer: 121 | 122 | - **Django - Python** 123 | - [Try Django | Youtube](https://www.youtube.com/playlist?list=PLEsfXFp6DpzTD1BD1aWNxS2Ep06vIkaeW) - *Best for beginners* 124 | - [Django Docs ](https://docs.djangoproject.com/en/2.1/) 125 | - [Django Girls](https://tutorial.djangogirls.org/en/) 126 | - [MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/Server-side/Django) *Good for beginners* 127 | - [SimpleIsBetterThanComplex Blog](https://simpleisbetterthancomplex.com/) 128 | 129 | - **Node.JS** 130 | - [The Complete Node.js Developer Course | UDEMY](https://www.udemy.com/the-complete-nodejs-developer-course-2/) -- **PAID** 131 | 132 | - [Express web framework (Node.js/JavaScript)](https://developer.mozilla.org/en-US/docs/Learn/Server-side/Express_Nodejs) 133 | 134 | - [Video Tutorials-Node.js](https://www.youtube.com/watch?v=w-7RQ46RgxU&list=PL4cUxeGkcC9gcy9lrvMJ75z9maRw4byYp) - *Good For Beginners* 135 | 136 | - **PHP** 137 | - [W3Schools](https://www.w3schools.com/php/) 138 | - [Tutorial Point](https://www.tutorialspoint.com/php/) 139 | - [PHP with Database tutorial ](https://www.codeproject.com/Articles/759094/Step-by-Step-PHP-Tutorials-for-Beginners-Creating) 140 | - [Guide for PHP and SQL connection with HTML form.](https://github.com/shauryauppal/PHP-Database-connection) 141 | 142 | - **Ruby** 143 | - [Ruby on Rails Tutorial](https://www.railstutorial.org/book) 144 | - [Learn Ruby The Hard Way](https://learnrubythehardway.org/book/) 145 | 146 | ## 1.6 Frontend Web Development :computer: 147 | 148 | - **HTML and CSS3** 149 | - [HTML5 and CSS3](https://courses.learncodeonline.in/learn/emmet-course?) 150 | - [FreeCodeCamp](https://www.freecodecamp.org/) 151 | - [Codecademy](https://www.codecademy.com/catalog/language/html-css) 152 | - [Interneting is Hard](https://internetingishard.com/html-and-css/) 153 | - [HTML MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/HTML) 154 | - [CSS MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/CSS) 155 | 156 | - **Bootstrap4** 157 | 158 | - [Bootstrap4 Course with Projects](https://courses.learncodeonline.in/learn/Complete-Bootstrap-4-course?) 159 | 160 | - **JavaScript** 161 | - [JS MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/JavaScript) 162 | 163 | - **React.js** 164 | - [Video Tutorials - Beginner to Intermediate](https://www.youtube.com/watch?v=JPT3bFIwJYA&list=PL55RiY5tL51oyA8euSROLjMFZbXaV7skS) 165 | - [FreeCodeCamp Articles](https://medium.freecodecamp.org/search?q=react) 166 | - [Few Projects for every React Dev](https://daveceddia.com/react-practice-projects/) 167 | - [Famous GitHub Repos](https://medium.mybridge.co/react-js-open-source-for-the-past-year-2018-a7c553902010) 168 | - [PAID but Worth it | UDEMY](https://www.udemy.com/react-the-complete-guide-incl-redux/) -- **PAID** 169 | - [Original Docs](https://reactjs.org/docs/hello-world.html) 170 | - [The Road to React | Book](https://drive.google.com/open?id=1ilClAJQ3FmCB-2cEuVDZtVMbeXumSj3t) 171 | - [React Newsletter](http://reactjsnewsletter.com/) 172 | 173 | - **Vue.js** 174 | - [Vue School](https://vueschool.io/courses) -- **Free + Paid** 175 | - [Scrimba](https://scrimba.com/g/glearnvue) 176 | 177 | - **Web Accessibility** 178 | - [Accessibility MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/Accessibility) 179 | 180 | - **Frontend DevTools** 181 | ###### Package managers 182 | - [NPM | YouTube](https://www.youtube.com/watch?v=76A2Ppenxh8) 183 | - [Yarn | YouTube](https://www.youtube.com/watch?v=g9_6KmiBISk) 184 | - [npx](https://medium.com/@maybekatz/introducing-npx-an-npm-package-runner-55f7d4bd282b) 185 | 186 | ###### Bundlers 187 | - [Webpack - The most used bundler](https://webpack.js.org/guides/getting-started/) 188 | - [Webpack | YouTube](https://www.youtube.com/watch?v=GU-2T7k9NfI) 189 | - [Parcel - The predicted webpack killer](https://medium.com/codingthesmartway-com-blog/getting-started-with-parcel-197eb85a2c8c) 190 | - [Browserify - The first bundler](https://scotch.io/tutorials/getting-started-with-browserify) 191 | - [Rollup](https://medium.com/@yonester/bundling-with-rollup-the-basics-b782b55f36a8) 192 | 193 | --- 194 | 195 | ## 1.7 Data Structures :chart_with_upwards_trend: 196 | - [Algo & DS in different languages](https://github.com/ZoranPandovski/al-go-rithms) - **Algorithm and Data Structure in 197 | Different Programming Languages** 198 | - [CodeChef](https://www.codechef.com/) - **CodeChef Competitive Programming Site** 199 | - [Codeforces](https://codeforces.com/) - **Great site for preparing for programming contests** 200 | - [Coding Interview University - Github](https://github.com/jwasham/coding-interview-university) - **Strongly Recommended to learn DS and Computer Science fundamentals** 201 | - [GeeksforGeeks](https://www.geeksforgeeks.org/must-do-coding-questions-for-companies-like-amazon-microsoft-adobe/) - **Must Do Coding Questions for Product Based companies** 202 | - [Hackerearth](https://www.hackerearth.com/practice/codemonk/) - **Code Monk to start with Programming-Programming Fundamentals** 203 | - [Hackerrank](https://www.hackerrank.com/interview/interview-preparation-kit) - **Interview Preparation Kit** 204 | - [InterviewBit](https://www.interviewbit.com/courses/programming) - **Best platform to get prepared for Data Structures based Interviews** 205 | - [LeetCode](https://www.leetcode.com) - **Platform to prepare for technical interviews with real interview questions** 206 | - [Sphere Online Judge](https://www.spoj.com/problems/classical/) - **Great head start for learning Data Structures** 207 | - [UVa Online Judge](https://uva.onlinejudge.org) - **The site to submit [Competitive Programming 3](http://www.lulu.com/shop/steven-halim/competitive-programming-3/paperback/product-21059906.html) data structures problems** 208 | 209 | ## 1.8 Alexa Tutorials 210 | - [CodeAcademy](https://www.codecademy.com/learn/learn-alexa) 211 | - [Amazon](https://developer.amazon.com/alexa-skills-kit/tutorials/fact-skill-1) 212 | - [Udemy](https://www.udemy.com/comprehensive-alexa-skill-development-course/?siteID=Fh5UMknfYAU-DbsLrZFg2AAmpu3BgGbHJQ&LSNPUBID=Fh5UMknfYAU) (PAID) 213 | - [Youtube](https://www.youtube.com/watch?list=PL2KJmkHeYQTNwlZqLh_ptZhSNZf93e8Sp&v=1cx_I0kARnU) 214 | - [PluralSight](https://www.pluralsight.com/courses/amazon-echo-developing-alexa-skills) 215 | - [Qwiklabs](https://qwiklabs.com/quests/19) 216 | 217 | ## 1.9 C Language 218 | - [Tutorial Point](https://www.tutorialspoint.com/cprogramming/) 219 | - [HackerRank]( https://www.hackerrank.com/domains/c) 220 | - [JavaTPoint](https://www.javatpoint.com/c-programming-language-tutorial) 221 | - [Promamiz](https://www.programiz.com/c-programming) 222 | - [Fresh2Refresh](https://fresh2refresh.com/c-programming/) 223 | - [Study Tonight](https://www.studytonight.com/c/) 224 | - [Learn C](https://www.learn-c.org/) 225 | - [Randu](https://randu.org/tutorials/c/) 226 | 227 | ## 1.10 C++ Language 228 | - [Tutorial Point](https://www.tutorialspoint.com/cplusplus/) 229 | - [HackerRank](https://www.hackerrank.com/domains/cpp) 230 | - [JavaTPoint](https://www.javatpoint.com/cpp-tutorial) 231 | - [Promamiz](https://www.programiz.com/cpp-programming) 232 | - [Hackr.Io](https://hackr.io/tutorials/learn-c-plus-plus) 233 | - [Study Tonight](https://www.studytonight.com/cpp/) 234 | - [Learn C ++](http://www.cplusplus.com/doc/tutorial/) 235 | 236 | ## 1.11 Git and Github :octocat: 237 | - [Git Tutorials].(https://www.atlassian.com/git/tutorials/comparing-workflows) 238 | 239 | ## 1.12 R Language 240 | - [RStudio}(https://www.rstudio.com/online-learning/) 241 | - [Kaggle Kernels](https://www.kaggle.com/kernels?sortBy=hotness&group=everyone&pageSize=20&language=R) 242 | - [R-Bloggers](https://www.r-bloggers.com/ 243 | 244 | --- 245 | 246 | # 2. Hackathons and Events 247 | 248 | ## 2.1 :rainbow: Top Global Hackathons 249 | 250 | |Id |Name | Place| Travel Reimbursement |Application Start | Application End | 251 | |--|------ |---|---| ------ | ----| 252 | |1| [Smart India Hackathon](https://innovate.mygov.in/sih2018/)| India| Yes| April |Check website | 253 | |2 | [HacktheNorth](http://pennapps.com/)| Canada| Yes|Mid Sept | July end | 254 | |3 | [HackMIT](https://hackmit.org/) | USA | Yes|Mid Sept | July end | 255 | |4 | [Microsoft Imagine Cup](https://imaginecup.microsoft.com/) | Online & Onsite | Yes | - | - | 256 | |4 | [PenApps](http://pennapps.com/)|USA | Yes| Mid Sept | July end | 257 | |5 | [UltraHack](https://ultrahack.org/)|Regional and Global | Yes| - | - | 258 | |6 | [Facebook Hackathon](https://devcommunitychallenge.devpost.com/) | Online | NA | - | - | 259 | |7 | [TechCruch Disrupt](https://techcrunch.com/event-type/disrupt/) | USA | Top Teams | - | - | 260 | |8 | [HackZurich](http://www.hackzurich.com/) | Zurich, Switzerland | Yes | - | - | 261 | |9 | [JP Morgan Code for Good](https://careers.jpmorgan.com/careers/IN/en/divisions/technology) | New York & London|Yes | - | - | 262 | |10 | [HackDuke](http://www.hackduke.com/) | USA | - | - | - | 263 | |11 | [HackNY](http://hackny.org/hackathon/) | USA | Yes | - | - | 264 | |12 | [HackPrinceton](https://www.hackprinceton.com/)|USA | - | - | - | 265 | |13 | [nwHacks](https://www.nwhacks.io/)| Canada | - | - | - | 266 | |14 | [MHacks](http://www.mhacks.org/) |USA | - | - | - | 267 | |15 | [HackDavis](http://hackdavis.io/)|USA | - | - | - | 268 | |16 | [QHacks](http://qhacks.io/) | USA | - | - | - | 269 | |17 | [Hackinit](https://hackinit.org/) | China | - | - | - | 270 | |18 | [HackUCI](https://www.hackuci.com/) | USA | - | - | - | 271 | |19 | [Conuhacks](http://www.conuhacks.io/) | Canada | - | - | - | 272 | |20 | [McHacks](http://mchacks.io/) | USA| - | - | - | 273 | |21 | [Y Combinator Hacks]() | USA | - | - | - | 274 | |22 | [TreeHacks]() | USA | - | - | - | 275 | |23 | [Global Hackathon Seoul](https://seoul.globalhackathon.io/) | South Korea | YES | - | - | 276 | |24 | [Call for Code](https://callforcode.org/) | Online | - | - | - | 277 | |25 | [Mercari Euro Hack](https://challengerocket.com/) | Online + Onsite (Poland) | Yes | Mid October |- | 278 | |26 | [InOut](https://hackinout.co/) | Onsite(India) | Yes | October | - | 279 | |27 | [HackIIITD](http://esya.iiitd.edu.in/hackiiitd/) | Onsite (India) | No | August-September | - | 280 | |28 | [HackDTU](http://hackdtu.tech/) | Onsite(India) | No | - | - | 281 | |29 | [HashHacks](http://hashhacks.tech/) | Onsite(India) | No | Mid Oct | - | 282 | |30 | [Hack Western](https://hackwestern.com/) | Onsite(Western University) | Yes (on a case by case basis) | Nov End | Mid Oct | 283 | |31 | [YHack](https://www.yhack.org/) | Onsite(Yale University) | Yes | Nov End | - | 284 | |32 | [IOT for Smart Life-REVA University](https://reva-university-iot-for-smart-life.hackerearth.com) | Onsite(Reva University) | October(Idea Submission) | Nov End | - | 285 | |33 | [Capgemini Tech Challenge](https://techchallenge.in.capgemini.com/) | Online + Onsite (India) | - | September-October | - | 286 | |34 | [HackISU](https://hackisu.org/)| USA | No | October | - | 287 | |35 | [UHack 3.0](https://usicthack.com/)| New Delhi, India | - | October 26th| - | 288 | 289 | --- 290 | 291 | ## 2.2 Competitions :bomb: 292 | 293 | |ID| Name | Location | 294 | |--|------ |----------| 295 | |1 | [Accenture Innovation Challenge](https://accentureinnovationchallenge.com/) | Online & Onsite | 296 | |2 | [ACM - ICPC]() | Online & On-Site | 297 | |3 | [CodersBit](https://www.interviewbit.com/codersbit/) | Online | 298 | |4 | [Facebook Hacker Cup](https://www.facebook.com/hackercup/) | Online | 299 | |5 | [Code Gladiators](https://www.techgig.com/codegladiators) | Online & Onsite | 300 | |6 | [E-Yantra](http://www.e-yantra.org/) | Online & Onsite | 301 | |7 | [Red Bull Basement University](https://www.redbull.com/in-en/projects/red-bull-basement-university) | - | 302 | |8 | [Shell Ideas360](https://bit.ly/14iPmYn)| Online & Onsite | 303 | |9 | [Sony World Photography Awards – Youth Award](https://bit.ly/193GCTt) | Online | 304 | |10| [Doodle 4 Google](https://doodles.google.com/d4g/) | Online | 305 | |11| [UN - Volunteer](http://in.one.un.org/who-we-are/unv-india/) | - | 306 | |12| [India Innovation Challenge - IICDC](https://innovate.mygov.in/india-innovation-challenge-design-contest-2018/) |Online & Onsite | 307 | |13| [Quest Ingenium](https://www.questingenium.com/) | - | 308 | |14| [ROBOCON](http://aburobocon2019.mnb.mn/en) | Onsite | 309 | |15| [ASME HVPC - Humans Powered Vehicle Challenge](https://www.asme.org/events/competitions/human-powered-vehicle-challenge-(hpvc)) | Onsite | 310 | |16| [Red Bull Basement University](https://www.redbull.com/in-en/projects/red-bull-basement-university)| Online & Onsite | 311 | |17| [Tech Challenge](https://techchallenge.in.capgemini.com/techchallenge) | Online | 312 | |18| [SnackDown](https://www.shortto.com/Codechefsnackdown) | Online | 313 | |19| [Google Code Jam](https://code.google.com/codejam) | Online | 314 | |20| [Google Hash Code](https://hashcode.withgoogle.com) | Online | 315 | 316 | 317 | ## 2.3 Hackathon Search Portals :dart: 318 | |s.no| Name | Location | Category | 319 | |---| ------ |---| --- | 320 | |1| [HackSociety](https://hacksociety.tech/attend/)| INDIA| ALL | 321 | |2| [DevPost](https://devpost.com/hackathons) | Online & On-site | ALL | 322 | |3| [HackerEarth](https://hackerearth.com/) | Online & On-site | ALL | 323 | |4| [Hackathon.io](http://www.hackathon.io/events) | GLOBAL | ALL | 324 | |5|[TechGIG - Search Online Competitons]()| Online & On-Site |ALL | 325 | |6| [Analytical Vidya](https://www.analyticsvidhya.com/) |Online & On-Site | Data Science | | 326 | |7| [Hackathon.com](https://www.hackathon.com/) [Online & On-site | GLOBAL | ALL | 327 | 328 | ## 2.4 Events :heart_eyes: 329 | 330 | > **Check out these events for your region** 331 | 332 | 1. Google Developer Day - Organized by GDG 333 | 2. Google IO extended - Organized by GDG 334 | 3. Google Solve for India 335 | 3. Paytm Build for India Workshops [ Delhi, Banglore ] 336 | 4. NVIDIA Developer Connect [ Global ] 337 | 5. AWS meetups [ Global ] 338 | 6. Hacktoberfest OpenSource meetups [6th October 2018 , Bengaluru](https://www.meetup.com/OpenSource-Cafe/events/255061797/) 339 | 7. Hacktoberfest OpenSource meetups [6th October 2018 , Hsinchu](https://hacktoberfest.digitalocean.com/#events) 340 | 8. Hacktoberfest OpenSource meetups [10th October 2018 , New York](https://www.eventbrite.com/e/hacktoberfest-night-dev-flatiron-school-nyc-tickets-50536426813) 341 | 9. Hacktoberfest OpenSource meetups [12th October 2018 , FrankFurt](https://www.eventbrite.com/e/hacktoberfest-frankfurt-2018-tickets-50225231018) 342 | 343 | ## 2.5 Startup Summits, Competitions and Bootcamps :neckbeard: 344 | 345 | 346 | |ID| Name | Location | 347 | |--|------ |----------| 348 | |1| [Eureka - IITB](http://www.ecell.in/eureka/)| Mumbai, INDIA | 349 | |2| [MIT - Entrepreneurship Bootcamp](http://bootcamp.mit.edu/entrepreneurship/) | Online & USA | 350 | |3 | [Startup Grind Global Conference](http://www.startupgrind.com/conference/#/) | Redwood City, California | 351 | |4 | [Next Gen Summit](https://www.marketing.org/conference/show/id/BMAANC2018) | New York | 352 | |5 | [Y Combinator's Startup School](https://www.startupschool.org/) | Online | 353 | |6 |[School of AI](https://picampus-school.com/programme/school-of-ai/) | ROME, ITALY | 354 | |7 | [European Innovation Academy](https://www.inacademy.eu/) | Portugal, China | 355 | |8 | [Startup Weekend - DTU](http://www.ecelldtu.in/) | Delhi, India| 356 | |9 | [Watson School Incubator](https://watson.is/semester-incubator-application/) | USA | 357 | 358 | ## 2.6 Hiring Challenges :heart: 359 | 360 | |ID| Name | Location | 361 | |--|------ |----------| 362 | |1| [Google Kickstart](https://code.google.com/codejam/kickstart/)| Online | 363 | |2| [CodeAgon- Codenation Hiring Challenge](https://www.hackerrank.com/codeagon) | Online | 364 | |3| [Codhers- Adobe Hiring Challenge](https://www.hackerrank.com/adobe-codhers) | Online | 365 | |4| [CodeUrWay- Visa Hiring Challenge](https://www.hackerrank.com/visa-codeurway-2017) | Online | 366 | 367 | --- 368 | 369 | # 3. Student Benefits and Programs :fire: 370 | 371 | ## Campus Ambassador Programs :v: 372 | 1. [Microsoft Student Partner](https://studentpartners.microsoft.coem/en-us) - Application Deadline - **August** 373 | 2. [Github Campus Expert](https://githubcampus.expert/) 374 | 3. [College Representative - E-Cell IITB](https://www.ecell.in/cr/) 375 | 4. [Internshala Student Partner - | ISP](https://internshala.com/) 376 | 5. [Progate Student Ambassador](http://progate.com/) 377 | 6. [ISB - YLP Campus Ambassador Program ](http://www.isb.edu/ylp/CAP) 378 | 7. [GeeksforGeeks Campus Ambassador]() 379 | 8. [ HackerEarth Campus Ambassador](https://hackerearth.com) 380 | 9. [ HackerRank Campus Ambassador](https://hackerrank.com) 381 | 10. [Interviewbit Campus Ambassador](https://www.interviewbit.com/pages/campus-ambassador/) 382 | 383 | ## Student Benefits and Packs :v: 384 | 1. [GitHub Student Developer Pack - Free Resources for Students](https://education.github.com/pack) 385 | 2. [Visual Studio Essentials - Access to Microsoft Premium Services ](https://visualstudio.microsoft.com/dev-essentials/) 386 | 3. [JetBrains Students pack](https://www.jetbrains.com/student/) 387 | 4. [AWS Educate](https://aws.amazon.com/it/education/awseducate/) 388 | 5. [Azure Students](https://azure.microsoft.com/en-us/free/students/) 389 | 6. [Google Cloud](https://cloud.google.com/free/) 390 | 391 | ## Student Fellowship Programs :v: 392 | 1. [University Innovation Fellowship - Stanford University]() 393 | 1. [Teach for India Fellowship]() 394 | 2. [Young India Fellowship]() 395 | 3. [Urban Leaders Fellowship]() 396 | 4. [Facebook fellowship Program - **Only For PHD Scholars**]() 397 | 5. [Legislative Assistants to Members of Parliament (LAMP) Fellowship]() 398 | 6. [Prime Minister’s Rural Fellowship]() 399 | 7. [Azim Premji Foundation Fellowship Program]() 400 | 8. [Stanford-ABC News Global Health and Media Fellowship]() 401 | 9. [NSF Graduate Research Fellows, Graduate Research Opportunities Worldwide (GROW)]() 402 | 10. [Acumen Regional Fellows India]() 403 | 11. [Ramanujan Fellowship - Only for Scientists]() 404 | 12. [Rajiv Gandhi National Fellowship - **For SC/ST candidates pursuing post graduations**]() 405 | 13. [Gandhi Fellowship - UG/PG Students]() 406 | 14. [Ratan Tata Post doctoral Fellowship - **Only For PHD Scholars**]() 407 | 15. [President Abdul Kalam Azad Postgraduate Fellowship - **Graduate Students**]() 408 | 16. [Venkat Pachpakesan Memorial Scholarship](https://wiki.rethinkfoundation.in/Venkat_Panchapakesan_Memorial_Scholarship) 409 | 17. [Young Leaders For Active Citizenship](http://ylacindia.com) 410 | 18. [Helium Grant Fellowship](https://www.heliumgrant.org) 411 | 19. [HackNY Fellows Program](https://apply.hackny.org/) 412 | 413 | ## Scholarships :runner: 414 | 1. [Pytorch Scholarship Challenge - Udacity](https://blog.udacity.com/2018/10/introducing-the-pytorch-scholarship-challenge-from-facebook.html) 415 | 416 | 2. [Grants, Awards AND Opportunities For Indian/Canadian Scholars](https://www.shastriinstitute.org/grants-awards-and-opportunities-for-indian-canadian-scholars) 417 | 418 | 3. [Facebook Developer Circle Scholarship Program - DataScience/Frontend Dev](http://bit.ly/DevCTrainingInterest1) 419 | 420 | --- 421 | 422 | # 4. Open Source Programs :octocat: 423 | 424 | > **For more Detailed Information about the GSOC Organization** - [Click Here](https://github.com/dipakkr/A-to-Z-Resources-for-Students/blob/master/GSOC.md) 425 | 426 | 427 | |Id |Name | Organization| Stipend/Incentives |Timeline | Deadline | 428 | |-|--|---- |---|---| ------ | 429 | |1| [Google Summer of Code](https://summerofcode.withgoogle.com/)| Google| YES| - |- | 430 | |2| [Rails Girls Summer Of Code](https://railsgirlssummerofcode.org/)| Global(Not owned)| Yes|- | - | 431 | |4| [GNOME internships](https://wiki.gnome.org/Internships) | GNOME | YES | - | - | 432 | |5| [Radare Summer of Code](https://rada.re/rsoc) | - | - | - | 433 | |6| [DataONE Summer Internship Program](https://www.dataone.org/internships) | DataONE | - | - | - | 434 | |7| [BOSS](http://pennapps.com/)| Coding Blocks, INDIA| YES |- | - | 435 | |8| [GirlScript Summer of Code](https://gssoc.tech/) | - | Prizes & Goodies | - | - | 436 | |9| [Season of KDE](https://season.kde.org) | KDE | Prizes | - | - | 437 | |10| [The X.Org Endless Vacation of Code](https://season.kde.org) | X.Org | Yes | -| - | 438 | | 11 | [Free Software Foundation internships](https://www.fsf.org/volunteer/internships) | Free Software Foundation | NO | - | - | 439 | 440 | --- 441 | 442 | # 5. Startup Programs and Incubators :mag_right: 443 | 444 | |Id |Name | Organization| 445 | |-|--|---- | 446 | |1| [Amity Innovation Incubator](http://www.amity.edu/) | Amity University | 447 | |2| [Atal Incubation Centre](http://www.aim.gov.in/) | Government | 448 | |3| [Google LaunchPad Accelerator](https://developers.google.com/programs/launchpad/accelerators/) | Google | 449 | |4| [Startup Village](https://www.sv.co/) | SV.CO | 450 | |5| [T HUB ](https://t-hub.co/) | - | 451 | |6 | [Atal Innovation challenge](http://aim.gov.in/overview.php) | NITI, AYOG | 452 | |7| [Global Entrepreneurship Bootcamp](https://gebootcamp.com/) | Malaysia | 453 | 454 | --- 455 | 456 | # 6. Internship Portals :smile: 457 | 1. [Angel List](https://angel.co) 458 | 2. [Internshala](https://internshala.com) 459 | 3. [Vettery](https://www.vettery.com/) 460 | 4. [LinkedIn](https://linkedin.com) 461 | 5. *Contact HRs on LinkedIn* 462 | 6. [Hackkar](https://hackkar.com/) 463 | 7. [LetsIntern](https://www.letsintern.com) 464 | 465 | ### Tips for Internship: 466 | 467 | - For summer internship, start looking at least 3-4 months in advance. 468 | 469 | --- 470 | 471 | # 7. Developer Clubs and Meetups 472 | 473 | > **Take a moment to search for these clubs on Google and Facebook in your city.** 474 | 475 | > **Check **Meetup.com** for more events in your locality** 476 | 477 | - Coursera F2F Office Hours at PyCon India - **TRENDING** 478 | - [Google Developer Group](https://developers.google.com/programs/community/gdg/) 479 | - Mozilla Open Source Community 480 | - [Mozilla Campus Clubs](https://campus.mozilla.community/) 481 | - [Facebook Developer Circle](https://developers.facebook.com/developercircles) 482 | - [Women Tech Makers](https://womentechmakers.com) 483 | - [Women Who Code](https://www.womenwhocode.com/) 484 | - [Women In Tech](https://www.womenintechnology.org/) 485 | - Developers Student Club by Google 486 | - Microsoft Student Technical Community 487 | - Paytm Build for India **[ Only in Delhi and Bangalore]** 488 | - Python Student Community - [PyDelhi](https://www.meetup.com/pydelhi/events/254577423/) 489 | - Toastmaster International 490 | - Swift Users Group 491 | - MUG - MongoDB User Group (Meetups) 492 | 493 | --- 494 | 495 | # 8. Conferences :bookmark_tabs: 496 | 497 | > ### **Tech, Entrepreneurship Events and Conferences** 498 | 499 | Id | Name | Place| Travel Reimbursement |Timeline | Deadline | 500 | |--|------ |---|---| ------ | ----| 501 | |1 |[PyCon US-Python Conference USA](https://us.pycon.org/2019/) | USA | NO | May1 | May9 | 502 | |2 |[ODSC ](https://odsc.com/) | GLOBAL | NO | Aug30 | Sep2 | 503 | |3 |[World Business Dialogue](https://www.world-business-dialogue.com/)| GLOBAL | Yes | Feb18 | Feb22 | 504 | |4 | [Business Today Conference](https://businesstoday.org/conferences/)| New York | Yes| Nov18 | Nov20 | 505 | |5 | [Asia Pacific Week](http://asiapacificweek.anu.edu.au/) | Australia | Partial | June24 | June29 | 506 | |6 | [DotJS](https://www.dotjs.io/) | France | - | Nov9 | Nov9 | 507 | |7 | [PyCon](https://www.pycon.fr/2018/) | France | - | October4 | October7 | 508 | |8 | [React Europe]() | France | - | May | - | 509 | |9 | [Dublin Web Summit](https://websummit.net/ ) | Dublin | No | Nov5 | Nov8 | 510 | |10| [Harvard Project for Asian and International Relations](https://www.hpair.org/) | Malaysia | Yes | Aug16 | Aug20 | 511 | |11| [Grace Hopper Conference and Fellowship]((https://ghcindia.anitab.org)) - *ONLY FOR GIRLS*| USA | YES | Nov14 | Nov16 | 512 | |12| [MIT Global Startup Workshop](http://mitgsw.org/2015/) | USA | - | March26 | March28 | 513 | |13| [Thiel Summit](http://summit.thielfellowship.org/) | USA | - | - | - | 514 | |14| [Stanford E-Bootcamp](http://bases.stanford.edu/e-bootcamp/) | USA | - | - | - | 515 | |15| [Clinton Global Initiative University](http://www.cgiu.org/) | USA | - | March to Oct(varies every year) | 3 days | 516 | |16| [South American Business Forum](https://www.sabf.org.ar/) | Argentina | Partial | Aug3 | Aug5 | 517 | |17| [Capital One Summit for Developing Leaders](https://campus.capitalone.com/summits/) | Virginia | YES | Jan6 | Jan11 | 518 | |18| [KPMG Future Diversity Leaders](https://scholarshipscorner.website/kmpg-future-diversity-leaders-summer-leadership-program-2018/) | California | YES | Summer | - | 519 | |19| [Microsoft Tech Summit](https://www.microsoft.com/en-in/techsummit) | GLOBAL| NO | - | - | 520 | |20| [Tech in Asia Bangalore](http://events.techinasia.com/bangalore/) | INDIA | - | - | - | 521 | |21| [SURGE](https://surgeconf.com/surge2017) | INDIA | - | Nov | - | 522 | |22| [Amazon Web Services Global Summit 2017](https://aws.amazon.com/summits/) | INDIA | NO | Differs with area | Check the website | 523 | |23| [TechCrunch Disrupt](https://techcrunch.com/event-info/disrupt-sf-2018/) | USA | NO | Sep5 | Sep7 | 524 | |24| [Tie Global Summit](http://www.tieglobalsummit.org/) | New Delhi, INDIA | NO | Nov29 | Nov30 | 525 | |25| [Pioneer Application](https://pioneer.app/) | GLOBAL | YES | - | - | 526 | |26| [Student Leadership conference](https://studentleadershipconference.com/) | USA | YES | Aug31 | Aug31 | 527 | |28| [Hackference India ](http://hackference.in/) | India | No | Nov | Mid Dec | 528 | 529 | --- 530 | 531 | # 9. Top People to Follow 532 | 533 | |Id | Name | Category| 534 | |--|------ |---| 535 | |1 |[Prof. Andrew NG](https://www.linkedin.com/in/andrewyng/) | AI & ML | 536 | |2|[Vincent Boucher](https://www.linkedin.com/in/montrealai) | AI & ML | 537 | |3 |[Tarry Singh](https://www.linkedin.com/in/tarrysingh/) | AI & ML | 538 | |4| [Paul Graham](http://www.paulgraham.com/) | Startup Expert, Founder of Y-Combinator | 539 | |5| [Valeri Karpov](https://thecodebarbarian.wordpress.com/about/) | MEAN stack expert | 540 | 541 | --- 542 | 543 | # 10. Top Websites to Follow 544 | 545 | 1. **Data Science** 546 | - [Data Science Courses: R & Python Analysis Tutorials | DataCamp](http://www.datacamp.com/courses) 547 | - [CSE-109 - Harvard University](http://cs109.github.io/2015/) 548 | - [CSE231N - Computer Vision Stanford University](http://cs231n.stanford.edu/) 549 | 550 | 2. **Startup News and Stories** 551 | - [YCombinator’s Hacker News](https://news.ycombinator.com/) 552 | - [YourStory](https://yourstory.com/) 553 | - [Entrepreneur.com](https://www.entrepreneur.com/) 554 | - [ TechCrunch - Tech and Startup News](https://techcrunch.com/) 555 | - [ProductHunt](https://producthunt.com) 556 | 557 | # 11. Additional Links :hamster: 558 | 559 | 1. [Top 10 Startup Incubator in India](https://inc42.com/resources/top-20-startup-incubators-india/) - *Startup* 560 | 2. [The first 20 hours -- how to learn anything](https://www.youtube.com/watch?v=5MgBikgcWnY) - *Learning* 561 | 3. [Are you Introvert? Watch this - Power of Introverts ](https://www.youtube.com/watch?v=c0KYU2j0TM4) - *Self Introspection* 562 | 4. [30 International Scholarships offered by the World’s Top Universities](http://www.scholars4dev.com/13300/international-scholarships-top-universities-world/) - *Scholarships* 563 | 5. [30 Famous Books that You Will Regret Not Reading!](https://bornrealist.com/famous-books/) - *Reading* 564 | 6. [Startup Ideas By Y Combinator](https://www.ycombinator.com/rfs/) - *Startup* 565 | 7. [Epicodus Coding Bootcamp Full Curriculum](https://www.learnhowtoprogram.com/tracks) - *Learning* 566 | -------------------------------------------------------------------------------- /translation/README-es.md: -------------------------------------------------------------------------------- 1 | # A to Z Recursos para estudiantes :boy:![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) 2 | 3 | > ## Siéntete libre de mostrar tu amor :heart: poniendo una estrella :star: 4 | 5 | ### ¿Eres un estudiante universitario o un profesional que trabaja en busca de recursos para aprender un nuevo idioma o conocer gente nueva en la comunidad o en busca de conferencias globales, hackathons y competiciones para asistir?. Entonces deberías definitivamente mira esto 6 | 7 | Cuando estaba en la universidad, perdí muchas oportunidades como hackathons, conferencias, pasantías y muchos eventos globales debido a la falta de conocimiento. Pero, no quiero que te los pierdas por falta de información. Aquí, he agregado pocos recursos para los estudiantes, si estás en la universidad o te gradúas, definitivamente deberías comprobarlo. 8 | 9 | ![Image](/res/xx.gif) 10 | 11 | *Creditos de las imagenes: Google* 12 | 13 | ## Tabla de contenidos :clipboard: 14 | 15 | 1. [Recursos de programación - Como aprender xyz ](#1-coding-resources-pencil) 16 | 17 | - [Python](#11-python-snake) 18 | - [Machine Learning](#12-machine-learning-robot) 19 | - [Deep Learning](#13-deep-learning) 20 | - [Android Development](#14-android-development-iphone) 21 | - [Backend Development ](#15-backend-development-computer) 22 | - [Frontend Web Development](#16-frontend-web-development-computer) 23 | - [Data Structure](#17-data-structures-chart_with_upwards_trend) 24 | - [Alexa Tutorials](#18-alexa-tutorials) 25 | - [C](#19-c-language) 26 | - [C++](#110-c-language) 27 | - [Git and Github](#111-git-and-github-octocat) 28 | - [R](#112-r-language) 29 | 30 | 2. [ Hackathons y Eventos ](#2-hackathons-and-events) 31 | - [Top Global Hackathons](#21-rainbow-top-global-hackathons) 32 | - [Competitions](#22-competitions-bomb) 33 | - [Hackathon Search Portal](#23--hackathon-search-portals-dart) 34 | - [Events](#24-events-heart_eyes) 35 | - [Startup Summits and Competitions](#25-startup-summits-competitions-and-bootcamps-neckbeard) 36 | - [Hiring Challenges](#26-hiring-challenges-heart) 37 | 38 | 3. [ Programas para estudiantes ](#3-student-benefits-and-programs-fire) 39 | - [Campus Ambassador Programs](#campus-ambassador-programs-v) 40 | - [Student Benefits and Packs](#student-benefits-and-packs-v) 41 | - [Student Fellowship Programs](#student-fellowship-programs-v) 42 | - [Scholarships](#scholarships-runner) 43 | 44 | 4. [ Programas Open Source ](#4-open-source-programs-octocat) 45 | 5. [Programas de startups e incubadoras](#5-startup-programs-and-incubators-mag_right) 46 | 6. [ Portales de internados ](#6-internship-portals-smile) 47 | 7. [Clubes de desarrollo y meetups](#7-developer-clubs-and-meetups) 48 | 8. [ Conferencias para estudiantes ](#8-conferences-bookmark_tabs) 49 | 9. [Top personas a seguir](#9-top-people-to-follow) 50 | 10. [Sitios web a seguir](#10-top-websites-to-follow) 51 | 11. [Links adicionales](#11-additional-links-hamster) 52 | 53 | ============================================================================================= 54 | # 1. Recursos de programacion :pencil: 55 | 56 | ## 1.1 Python :snake: 57 | 58 | > [**Navega por este link para informacion detallada de Python**](Python.md) 59 | 60 | - [Aprende Python - CodeAcademy](https://www.codecademy.com/learn/learn-python) 61 | - [Progate Classes de Python](https://progate.com/languages/python) - **Bueno para recien iniciados** 62 | - [Video Tutorial para principiantes - Youtube](http://bit.ly/2NkrsKh) 63 | - [Introducción a Python - Udacity - Curso Gratuito](https://in.udacity.com/course/introduction-to-python--ud1110-india) 64 | - [Clases de Python por Google](https://developers.google.com/edu/python/) 65 | 66 | ## 1.2 Machine Learning :robot: 67 | 68 | > [**Navega por este link para aprender mas en detalle sobre Machine Learning and Deep Learning**](ML.md) 69 | 70 | - **Mejores Cursos Online** 71 | - [CSE-229 - Stanford University]( http://cs229.stanford.edu/) 72 | - [AndrewNg Coursera](https://www.coursera.org/learn/machine-learning) 73 | - [Udacity Machine Learning Nanodegree](https://in.udacity.com/course/intro-to-machine-learning--ud120-india) 74 | - [ Reinforcement Learning - Nanodegree](https://in.udacity.com/course/reinforcement-learning--ud600) 75 | - [Move 37](https://www.theschool.ai/courses/move-37-course/) - **FREE** 76 | - [ML with Python - YouTube ](https://www.youtube.com/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v) 77 | - [Data Science Machine Learning Bootcamp](https://courses.learncodeonline.in/learn/Machine-Learning-Bootcamp?tab=1) -**PAID** 78 | - [Google's Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/ml-intro) 79 | 80 | - **Best GitHub Repositories to follow** 81 | - [Self Taught Path for Data Science](https://github.com/ossu/data-science) 82 | - [Python Machine Learning (2nd Ed.) Code Repository](https://github.com/rasbt/python-machine-learning-book-2nd-edition) 83 | 84 | - **Research Papers** 85 | - [Arxiv](https://arxiv.org/) 86 | - [IEEE](https://ieeexplore.ieee.org/Xplore/home.jsp) 87 | - [Research Gate](https://www.researchgate.net/) 88 | - [Academics Torrent - Search Dataset](http://academictorrents.com/) 89 | 90 | 91 | ## 1.3 Deep Learning 92 | 93 | > [**Browse this link for detailed information on Machine Learning and Deep Learning**](ML.md) 94 | 95 | - **Los mejores Cursos Onlines** 96 | - [Deep Learning Specialization - Coursera](https://www.coursera.org/specializations/deep-learning) 97 | - [Deep Learning - Fast.AI](http://course.fast.ai/) 98 | 99 | - **Los mejores repositorios de Github** 100 | - [Top -200 GitHub Repos in Deep learning](https://github.com/mbadry1/Top-Deep-Learning) 101 | - [DensePose - FB Research](https://github.com/facebookresearch/DensePose) 102 | - [Data Science HandBook](https://github.com/jakevdp/PythonDataScienceHandbook) 103 | - [Tensorflow Project Template](https://github.com/MrGemy95/Tensorflow-Project-Template) 104 | - [VisualDL](https://github.com/PaddlePaddle/VisualDL) 105 | - [Caire - Content aware image resize library ](https://github.com/esimov/caire) 106 | 107 | 108 | ## 1.4 Desarrollo Android :iPhone: 109 | 110 | - [For Beginners](Android.md) 111 | - [Udacity - Free courses & Nanodegree](https://udacity.com) 112 | - [PluralSight - Android Developer Track](http://pluralsight.com/) [FREE for 60 days] 113 | - [Path to Associate Android Developer](https://github.com/Amejia481/Associate-Android-Developer-Certification) 114 | - [Android examples ](https://github.com/nisrulz/android-examples) 115 | - [Flutter Examples ](https://github.com/nisrulz/flutter-examples) 116 | - [Codelabs](https://codelabs.developers.google.com/) 117 | 118 | ## 1.5 Desarrollo Backend :computer: 119 | 120 | - **Django - Python** 121 | - [Try Django | Youtube](https://www.youtube.com/playlist?list=PLEsfXFp6DpzTD1BD1aWNxS2Ep06vIkaeW) - *Best for beginners* 122 | - [Django Docs ](https://docs.djangoproject.com/en/2.1/) 123 | - [Django Girls](https://tutorial.djangogirls.org/en/) 124 | - [MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/Server-side/Django) *Good for beginners* 125 | - [SimpleIsBetterThanComplex Blog](https://simpleisbetterthancomplex.com/) 126 | 127 | - **Node.JS** 128 | - [The Complete Node.js Developer Course | UDEMY](https://www.udemy.com/the-complete-nodejs-developer-course-2/) -- **PAID** 129 | 130 | - [Express web framework (Node.js/JavaScript)](https://developer.mozilla.org/en-US/docs/Learn/Server-side/Express_Nodejs) 131 | 132 | - [Video Tutorials-Node.js](https://www.youtube.com/watch?v=w-7RQ46RgxU&list=PL4cUxeGkcC9gcy9lrvMJ75z9maRw4byYp) - *Good For Beginners* 133 | 134 | - **PHP** 135 | - [W3Schools](https://www.w3schools.com/php/) 136 | - [Tutorial Point](https://www.tutorialspoint.com/php/) 137 | - [PHP with Database tutorial ](https://www.codeproject.com/Articles/759094/Step-by-Step-PHP-Tutorials-for-Beginners-Creating) 138 | - [Guide for PHP and SQL connection with HTML form.](https://github.com/shauryauppal/PHP-Database-connection) 139 | 140 | - **Ruby** 141 | - [Ruby on Rails Tutorial](https://www.railstutorial.org/book) 142 | - [Learn Ruby The Hard Way](https://learnrubythehardway.org/book/) 143 | 144 | ## 1.6 Desarrollo Frontend :computer: 145 | 146 | - **HTML y CSS3** 147 | - [HTML5 and CSS3](https://courses.learncodeonline.in/learn/emmet-course?) 148 | - [FreeCodeCamp](https://www.freecodecamp.org/) 149 | - [Codecademy](https://www.codecademy.com/catalog/language/html-css) 150 | - [Interneting is Hard](https://internetingishard.com/html-and-css/) 151 | - [HTML MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/HTML) 152 | - [CSS MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/CSS) 153 | 154 | - **Bootstrap4** 155 | 156 | - [Bootstrap4 Course with Projects](https://courses.learncodeonline.in/learn/Complete-Bootstrap-4-course?) 157 | 158 | - **JavaScript** 159 | - [JS MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/JavaScript) 160 | 161 | - **React.js** 162 | - [Video Tutorials - Beginner to Intermediate](https://www.youtube.com/watch?v=JPT3bFIwJYA&list=PL55RiY5tL51oyA8euSROLjMFZbXaV7skS) 163 | - [FreeCodeCamp Articles](https://medium.freecodecamp.org/search?q=react) 164 | - [Few Projects for every React Dev](https://daveceddia.com/react-practice-projects/) 165 | - [Famous GitHub Repos](https://medium.mybridge.co/react-js-open-source-for-the-past-year-2018-a7c553902010) 166 | - [PAID but Worth it | UDEMY](https://www.udemy.com/react-the-complete-guide-incl-redux/) -- **PAID** 167 | - [Original Docs](https://reactjs.org/docs/hello-world.html) 168 | - [The Road to React | Book](https://drive.google.com/open?id=1ilClAJQ3FmCB-2cEuVDZtVMbeXumSj3t) 169 | 170 | - **Vue.js** 171 | - [Vue School](https://vueschool.io/courses) -- **Free + Paid** 172 | - [Scrimba](https://scrimba.com/g/glearnvue) 173 | 174 | - **Web Accessibility** 175 | - [Accessibility MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/Accessibility) 176 | 177 | - **Frontend DevTools** 178 | ###### Package managers 179 | - [NPM | YouTube](https://www.youtube.com/watch?v=76A2Ppenxh8) 180 | - [Yarn | YouTube](https://www.youtube.com/watch?v=g9_6KmiBISk) 181 | - [npx](https://medium.com/@maybekatz/introducing-npx-an-npm-package-runner-55f7d4bd282b) 182 | 183 | ###### Bundlers 184 | - [Webpack - The most used bundler](https://webpack.js.org/guides/getting-started/) 185 | - [Webpack | YouTube](https://www.youtube.com/watch?v=GU-2T7k9NfI) 186 | - [Parcel - The predicted webpack killer](https://medium.com/codingthesmartway-com-blog/getting-started-with-parcel-197eb85a2c8c) 187 | - [Browserify - The first bundler](https://scotch.io/tutorials/getting-started-with-browserify) 188 | - [Rollup](https://medium.com/@yonester/bundling-with-rollup-the-basics-b782b55f36a8) 189 | 190 | ------ 191 | 192 | ## 1.7 Estructura de datos :chart_with_upwards_trend: 193 | - [Algo & DS in different languages](https://github.com/ZoranPandovski/al-go-rithms) - **Algorithm and Data Structure in 194 | Different Programming Languages** 195 | - [CodeChef](https://www.codechef.com/) - **CodeChef Competitive Programming Site** 196 | - [Codeforces](https://codeforces.com/) - **Great site for preparing for programming contests** 197 | - [Coding Interview University - Github](https://github.com/jwasham/coding-interview-university) - **Strongly Recommended to learn DS and Computer Science fundamentals** 198 | - [GeeksforGeeks](https://www.geeksforgeeks.org/must-do-coding-questions-for-companies-like-amazon-microsoft-adobe/) - **Must Do Coding Questions for Product Based companies** 199 | - [Hackerearth](https://www.hackerearth.com/practice/codemonk/) - **Code Monk to start with Programming-Programming Fundamentals** 200 | - [Hackerrank](https://www.hackerrank.com/interview/interview-preparation-kit) - **Interview Preparation Kit** 201 | - [InterviewBit](https://www.interviewbit.com/courses/programming) - **Best platform to get prepared for Data Structures based Interviews** 202 | - [LeetCode](https://www.leetcode.com) - **Platform to prepare for technical interviews with real interview questions** 203 | - [Sphere Online Judge](https://www.spoj.com/problems/classical/) - **Great head start for learning Data Structures** 204 | - [UVa Online Judge](https://uva.onlinejudge.org) - **The site to submit [Competitive Programming 3](http://www.lulu.com/shop/steven-halim/competitive-programming-3/paperback/product-21059906.html) data structures problems** 205 | 206 | ## 1.8 Alexa Tutorials 207 | - [CodeAcademy](https://www.codecademy.com/learn/learn-alexa) 208 | - [Amazon](https://developer.amazon.com/alexa-skills-kit/tutorials/fact-skill-1) 209 | - [Udemy](https://www.udemy.com/comprehensive-alexa-skill-development-course/?siteID=Fh5UMknfYAU-DbsLrZFg2AAmpu3BgGbHJQ&LSNPUBID=Fh5UMknfYAU) (PAID) 210 | - [Youtube](https://www.youtube.com/watch?list=PL2KJmkHeYQTNwlZqLh_ptZhSNZf93e8Sp&v=1cx_I0kARnU) 211 | - [PluralSight](https://www.pluralsight.com/courses/amazon-echo-developing-alexa-skills) 212 | - [Qwiklabs](https://qwiklabs.com/quests/19) 213 | 214 | ## 1.9 C 215 | - [Tutorial Point](https://www.tutorialspoint.com/cprogramming/) 216 | - [HackerRank]( https://www.hackerrank.com/domains/c) 217 | - [JavaTPoint](https://www.javatpoint.com/c-programming-language-tutorial) 218 | - [Promamiz](https://www.programiz.com/c-programming) 219 | - [Fresh2Refresh](https://fresh2refresh.com/c-programming/) 220 | - [Study Tonight](https://www.studytonight.com/c/) 221 | - [Learn C](https://www.learn-c.org/) 222 | - [Randu](https://randu.org/tutorials/c/) 223 | 224 | ## 1.10 C++ 225 | - [Tutorial Point](https://www.tutorialspoint.com/cplusplus/) 226 | - [HackerRank](https://www.hackerrank.com/domains/cpp) 227 | - [JavaTPoint](https://www.javatpoint.com/cpp-tutorial) 228 | - [Promamiz](https://www.programiz.com/cpp-programming) 229 | - [Hackr.Io](https://hackr.io/tutorials/learn-c-plus-plus) 230 | - [Study Tonight](https://www.studytonight.com/cpp/) 231 | - [Learn C ++](http://www.cplusplus.com/doc/tutorial/) 232 | 233 | ## 1.11 Git and Github :octocat: 234 | - [Git Tutorials].(https://www.atlassian.com/git/tutorials/comparing-workflows) 235 | 236 | ## 1.12 R 237 | - [RStudio}(https://www.rstudio.com/online-learning/) 238 | - [Kaggle Kernels](https://www.kaggle.com/kernels?sortBy=hotness&group=everyone&pageSize=20&language=R) 239 | - [R-Bloggers](https://www.r-bloggers.com/ 240 | 241 | ============================================================================================= 242 | 243 | # 2. Hackathons y Eventos 244 | 245 | ## 2.1 :rainbow: Top Global Hackathons 246 | 247 | |Id |Name | Place| Travel Reimbursement |Application Start | Application End | 248 | |--|------ |---|---| ------ | ----| 249 | |1| [Smart India Hackathon](https://innovate.mygov.in/sih2018/)| India| Yes| April |Check website | 250 | |2 | [HacktheNorth](http://pennapps.com/)| Canada| Yes|Mid Sept | July end | 251 | |3 | [HackMIT](https://hackmit.org/) | USA | Yes|Mid Sept | July end | 252 | |4 | [Microsoft Imagine Cup](https://imaginecup.microsoft.com/) | Online & Onsite | Yes | - | - | 253 | |4 | [PenApps](http://pennapps.com/)|USA | Yes| Mid Sept | July end | 254 | |5 | [UltraHack](https://ultrahack.org/)|Regional and Global | Yes| - | - | 255 | |6 | [Facebook Hackathon](https://devcommunitychallenge.devpost.com/) | Online | NA | - | - | 256 | |7 | [TechCruch Disrupt](https://techcrunch.com/event-type/disrupt/) | USA | Top Teams | - | - | 257 | |8 | [HackZurich](http://www.hackzurich.com/) | Zurich, Switzerland | Yes | - | - | 258 | |9 | [JP Morgan Code for Good](https://careers.jpmorgan.com/careers/IN/en/divisions/technology) | New York & London|Yes | - | - | 259 | |10 | [HackDuke](http://www.hackduke.com/) | USA | - | - | - | 260 | |11 | [HackNY](http://hackny.org/hackathon/) | USA | Yes | - | - | 261 | |12 | [HackPrinceton](https://www.hackprinceton.com/)|USA | - | - | - | 262 | |13 | [nwHacks](https://www.nwhacks.io/)| Canada | - | - | - | 263 | |14 | [MHacks](http://www.mhacks.org/) |USA | - | - | - | 264 | |15 | [HackDavis](http://hackdavis.io/)|USA | - | - | - | 265 | |16 | [QHacks](http://qhacks.io/) | USA | - | - | - | 266 | |17 | [Hackinit](https://hackinit.org/) | China | - | - | - | 267 | |18 | [HackUCI](https://www.hackuci.com/) | USA | - | - | - | 268 | |19 | [Conuhacks](http://www.conuhacks.io/) | Canada | - | - | - | 269 | |20 | [McHacks](http://mchacks.io/) | USA| - | - | - | 270 | |21 | [Y Combinator Hacks]() | USA | - | - | - | 271 | |22 | [TreeHacks]() | USA | - | - | - | 272 | |23 | [Global Hackathon Seoul](https://seoul.globalhackathon.io/) | South Korea | YES | - | - | 273 | |24 | [Call for Code](https://callforcode.org/) | Online | - | - | - | 274 | |25 | [Mercari Euro Hack](https://challengerocket.com/) | Online + Onsite (Poland) | Yes | Mid October |- | 275 | |26 | [InOut](https://hackinout.co/) | Onsite(India) | Yes | October | - | 276 | |27 | [HackIIITD](http://esya.iiitd.edu.in/hackiiitd/) | Onsite (India) | No | August-September | - | 277 | |28 | [HackDTU](http://hackdtu.tech/) | Onsite(India) | No | - | - | 278 | |29 | [HashHacks](http://hashhacks.tech/) | Onsite(India) | No | Mid Oct | - | 279 | |30 | [Hack Western](https://hackwestern.com/) | Onsite(Western University) | Yes (on a case by case basis) | Nov End | Mid Oct | 280 | |31 | [YHack](https://www.yhack.org/) | Onsite(Yale University) | Yes | Nov End | - | 281 | |32 | [IOT for Smart Life-REVA University](https://reva-university-iot-for-smart-life.hackerearth.com) | Onsite(Reva University) | October(Idea Submission) | Nov End | - | 282 | |33 | [Capgemini Tech Challenge](https://techchallenge.in.capgemini.com/) | Online + Onsite (India) | - | September-October | - | 283 | |34 | [HackISU](https://hackisu.org/)| USA | No | October | - | 284 | |35 | [UHack 3.0](https://usicthack.com/)| New Delhi, India | - | October 26th| - | 285 | ---------------------------------------------------------- 286 | 287 | ## 2.2 Competencias :bomb: 288 | 289 | |ID| Name | Location | 290 | |--|------ |----------| 291 | |1 | [Accenture Innovation Challenge](https://accentureinnovationchallenge.com/) | Online & Onsite | 292 | |2 | [ACM - ICPC]() | Online & On-Site | 293 | |3 | [CodersBit](https://www.interviewbit.com/codersbit/) | Online | 294 | |4 | [Facebook Hacker Cup](https://www.facebook.com/hackercup/) | Online | 295 | |5 | [Code Gladiators](https://www.techgig.com/codegladiators) | Online & Onsite | 296 | |6 | [E-Yantra](http://www.e-yantra.org/) | Online & Onsite | 297 | |7 | [Red Bull Basement University](https://www.redbull.com/in-en/projects/red-bull-basement-university) | - | 298 | |8 | [Shell Ideas360](https://bit.ly/14iPmYn)| Online & Onsite | 299 | |9 | [Sony World Photography Awards – Youth Award](https://bit.ly/193GCTt) | Online | 300 | |10| [Doodle 4 Google](https://doodles.google.com/d4g/) | Online | 301 | |11| [UN - Volunteer](http://in.one.un.org/who-we-are/unv-india/) | - | 302 | |12| [India Innovation Challenge - IICDC](https://innovate.mygov.in/india-innovation-challenge-design-contest-2018/) |Online & Onsite | 303 | |13| [Quest Ingenium](https://www.questingenium.com/) | - | 304 | |14| [ROBOCON](http://aburobocon2019.mnb.mn/en) | Onsite | 305 | |15| [ASME HVPC - Humans Powered Vehicle Challenge](https://www.asme.org/events/competitions/human-powered-vehicle-challenge-(hpvc)) | Onsite | 306 | |16| [Red Bull Basement University](https://www.redbull.com/in-en/projects/red-bull-basement-university)| Online & Onsite | 307 | |17| [Tech Challenge](https://techchallenge.in.capgemini.com/techchallenge) | Online | 308 | |18| [SnackDown](https://www.shortto.com/Codechefsnackdown) | Online | 309 | |19| [Google Code Jam](https://code.google.com/codejam) | Online | 310 | |20| [Google Hash Code](https://hashcode.withgoogle.com) | Online | 311 | 312 | 313 | ## 2.3 Hackathon Portales de busqueda :dart: 314 | |s.no| Name | Location | Category | 315 | |---| ------ |---| --- | 316 | |1| [HackSociety](https://hacksociety.tech/attend/)| INDIA| ALL | 317 | |2| [DevPost](https://devpost.com/hackathons) | Online & On-site | ALL | 318 | |3| [HackerEarth](https://hackerearth.com/) | Online & On-site | ALL | 319 | |4| [Hackathon.io](http://www.hackathon.io/events) | GLOBAL | ALL | 320 | |5|[TechGIG - Search Online Competitons]()| Online & On-Site |ALL | 321 | |6| [Analytical Vidya](https://www.analyticsvidhya.com/) |Online & On-Site | Data Science | | 322 | |7| [Hackathon.com](https://www.hackathon.com/) [Online & On-site | GLOBAL | ALL | 323 | 324 | ## 2.4 Eventos :heart_eyes: 325 | 326 | > **Check out these events for your region** 327 | 328 | 1. Google Developer Day - Organized by GDG 329 | 2. Google IO extended - Organized by GDG 330 | 3. Google Solve for India 331 | 3. Paytm Build for India Workshops [ Delhi, Banglore ] 332 | 4. NVIDIA Developer Connect [ Global ] 333 | 5. AWS meetups [ Global ] 334 | 6. Hacktoberfest OpenSource meetups [6th October 2018 , Bengaluru](https://www.meetup.com/OpenSource-Cafe/events/255061797/) 335 | 7. Hacktoberfest OpenSource meetups [6th October 2018 , Hsinchu](https://hacktoberfest.digitalocean.com/#events) 336 | 8. Hacktoberfest OpenSource meetups [10th October 2018 , New York](https://www.eventbrite.com/e/hacktoberfest-night-dev-flatiron-school-nyc-tickets-50536426813) 337 | 9. Hacktoberfest OpenSource meetups [12th October 2018 , FrankFurt](https://www.eventbrite.com/e/hacktoberfest-frankfurt-2018-tickets-50225231018) 338 | 339 | ## 2.5 Startup Summits, Competitions and Bootcamps :neckbeard: 340 | 341 | 342 | |ID| Name | Location | 343 | |--|------ |----------| 344 | |1| [Eureka - IITB](http://www.ecell.in/eureka/)| Mumbai, INDIA | 345 | |2| [MIT - Entrepreneurship Bootcamp](http://bootcamp.mit.edu/entrepreneurship/) | Online & USA | 346 | |3 | [Startup Grind Global Conference](http://www.startupgrind.com/conference/#/) | Redwood City, California | 347 | |4 | [Next Gen Summit](https://www.marketing.org/conference/show/id/BMAANC2018) | New York | 348 | |5 | [Y Combinator's Startup School](https://www.startupschool.org/) | Online | 349 | |6 |[School of AI](https://picampus-school.com/programme/school-of-ai/) | ROME, ITALY | 350 | |7 | [European Innovation Academy](https://www.inacademy.eu/) | Portugal, China | 351 | |8 | [Startup Weekend - DTU](http://www.ecelldtu.in/) | Delhi, India| 352 | |9 | [Watson School Incubator](https://watson.is/semester-incubator-application/) | USA | 353 | 354 | ## 2.6 Hiring Challenges :heart: 355 | 356 | |ID| Name | Location | 357 | |--|------ |----------| 358 | |1| [Google Kickstart](https://code.google.com/codejam/kickstart/)| Online | 359 | |2| [CodeAgon- Codenation Hiring Challenge](https://www.hackerrank.com/codeagon) | Online | 360 | |3| [Codhers- Adobe Hiring Challenge](https://www.hackerrank.com/adobe-codhers) | Online | 361 | |4| [CodeUrWay- Visa Hiring Challenge](https://www.hackerrank.com/visa-codeurway-2017) | Online | 362 | 363 | ============================================================================================= 364 | 365 | # 3. Student Benefits and Programs :fire: 366 | 367 | ## Campus Ambassador Programs :v: 368 | 1. [Microsoft Student Partner](https://studentpartners.microsoft.coem/en-us) - Application Deadline - **August** 369 | 2. [Github Campus Expert](https://githubcampus.expert/) 370 | 3. [College Representative - E-Cell IITB](https://www.ecell.in/cr/) 371 | 4. [Internshala Student Partner - | ISP](https://internshala.com/) 372 | 5. [Progate Student Ambassador](http://progate.com/) 373 | 6. [ISB - YLP Campus Ambassador Program ](http://www.isb.edu/ylp/CAP) 374 | 7. [GeeksforGeeks Campus Ambassador]() 375 | 8. [ HackerEarth Campus Ambassador](https://hackerearth.com) 376 | 9. [ HackerRank Campus Ambassador](https://hackerrank.com) 377 | 10. [Interviewbit Campus Ambassador](https://www.interviewbit.com/pages/campus-ambassador/) 378 | 379 | ## Student Benefits and Packs :v: 380 | 1. [GitHub Student Developer Pack - Free Resources for Students](https://education.github.com/pack) 381 | 2. [Visual Studio Essentials - Access to Microsoft Premium Services ](https://visualstudio.microsoft.com/dev-essentials/) 382 | 3. [JetBrains Students pack](https://www.jetbrains.com/student/) 383 | 4. [AWS Educate](https://aws.amazon.com/it/education/awseducate/) 384 | 5. [Azure Students](https://azure.microsoft.com/en-us/free/students/) 385 | 6. [Google Cloud](https://cloud.google.com/free/) 386 | 387 | ## Student Fellowship Programs :v: 388 | 1. [University Innovation Fellowship - Stanford University]() 389 | 1. [Teach for India Fellowship]() 390 | 2. [Young India Fellowship]() 391 | 3. [Urban Leaders Fellowship]() 392 | 4. [Facebook fellowship Program - **Only For PHD Scholars**]() 393 | 5. [Legislative Assistants to Members of Parliament (LAMP) Fellowship]() 394 | 6. [Prime Minister’s Rural Fellowship]() 395 | 7. [Azim Premji Foundation Fellowship Program]() 396 | 8. [Stanford-ABC News Global Health and Media Fellowship]() 397 | 9. [NSF Graduate Research Fellows, Graduate Research Opportunities Worldwide (GROW)]() 398 | 10. [Acumen Regional Fellows India]() 399 | 11. [Ramanujan Fellowship - Only for Scientists]() 400 | 12. [Rajiv Gandhi National Fellowship - **For SC/ST candidates pursuing post graduations**]() 401 | 13. [Gandhi Fellowship - UG/PG Students]() 402 | 14. [Ratan Tata Post doctoral Fellowship - **Only For PHD Scholars**]() 403 | 15. [President Abdul Kalam Azad Postgraduate Fellowship - **Graduate Students**]() 404 | 16. [Venkat Pachpakesan Memorial Scholarship](https://wiki.rethinkfoundation.in/Venkat_Panchapakesan_Memorial_Scholarship) 405 | 17. [Young Leaders For Active Citizenship](http://ylacindia.com) 406 | 18. [Helium Grant Fellowship](https://www.heliumgrant.org) 407 | 19. [HackNY Fellows Program](https://apply.hackny.org/) 408 | 409 | ## Scholarships :runner: 410 | 1. [Pytorch Scholarship Challenge - Udacity](https://blog.udacity.com/2018/10/introducing-the-pytorch-scholarship-challenge-from-facebook.html) 411 | 412 | 2. [Grants, Awards AND Opportunities For Indian/Canadian Scholars](https://www.shastriinstitute.org/grants-awards-and-opportunities-for-indian-canadian-scholars) 413 | 414 | 3. [Facebook Developer Circle Scholarship Program - DataScience/Frontend Dev](http://bit.ly/DevCTrainingInterest1) 415 | 416 | ============================================================================================= 417 | # 4. Open Source Programs :octocat: 418 | 419 | > **For more Detailed Information about the GSOC Organization** - [Click Here](https://github.com/dipakkr/A-to-Z-Resources-for-Students/blob/master/GSOC.md) 420 | 421 | 422 | |Id |Name | Organization| Stipend/Incentives |Timeline | Deadline | 423 | |-|--|---- |---|---| ------ | 424 | |1| [Google Summer of Code](https://summerofcode.withgoogle.com/)| Google| YES| - |- | 425 | |2| [Rails Girls Summer Of Code](https://railsgirlssummerofcode.org/)| Global(Not owned)| Yes|- | - | 426 | |4| [GNOME internships](https://wiki.gnome.org/Internships) | GNOME | YES | - | - | 427 | |5| [Radare Summer of Code](https://rada.re/rsoc) | - | - | - | 428 | |6| [DataONE Summer Internship Program](https://www.dataone.org/internships) | DataONE | - | - | - | 429 | |7| [BOSS](http://pennapps.com/)| Coding Blocks, INDIA| YES |- | - | 430 | |8| [GirlScript Summer of Code](https://gssoc.tech/) | - | Prizes & Goodies | - | - | 431 | |9| [Season of KDE](https://season.kde.org) | KDE | Prizes | - | - | 432 | |10| [The X.Org Endless Vacation of Code](https://season.kde.org) | X.Org | Yes | -| - | 433 | | 11 | [Free Software Foundation internships](https://www.fsf.org/volunteer/internships) | Free Software Foundation | NO | - | - | 434 | 435 | ============================================================================================= 436 | 437 | # 5. Startup Programs and Incubators :mag_right: 438 | 439 | |Id |Name | Organization| 440 | |-|--|---- | 441 | |1| [Amity Innovation Incubator](http://www.amity.edu/) | Amity University | 442 | |2| [Atal Incubation Centre](http://www.aim.gov.in/) | Government | 443 | |3| [Google LaunchPad Accelerator](https://developers.google.com/programs/launchpad/accelerators/) | Google | 444 | |4| [Startup Village](https://www.sv.co/) | SV.CO | 445 | |5| [T HUB ](https://t-hub.co/) | - | 446 | |6 | [Atal Innovation challenge](http://aim.gov.in/overview.php) | NITI, AYOG | 447 | |7| [Global Entrepreneurship Bootcamp](https://gebootcamp.com/) | Malaysia | 448 | 449 | ============================================================================================= 450 | 451 | # 6. Internship Portals :smile: 452 | 1. [Angel List](https://angel.co) 453 | 2. [Internshala](https://internshala.com) 454 | 3. [Vettery](https://www.vettery.com/) 455 | 4. [LinkedIn](https://linkedin.com) 456 | 5. *Contact HRs on LinkedIn* 457 | 6. [Hackkar](https://hackkar.com/) 458 | 7. [LetsIntern](https://www.letsintern.com) 459 | 460 | ### Tips for Internship: 461 | 462 | - For summer internship, start looking at least 3-4 months in advance. 463 | 464 | ============================================================================================= 465 | 466 | # 7. Developer Clubs and Meetups 467 | 468 | > **Take a moment to search for these clubs on Google and Facebook in your city.** 469 | 470 | > **Check **Meetup.com** for more events in your locality** 471 | 472 | - Coursera F2F Office Hours at PyCon India - **TRENDING** 473 | - [Google Developer Group](https://developers.google.com/programs/community/gdg/) 474 | - Mozilla Open Source Community 475 | - [Mozilla Campus Clubs](https://campus.mozilla.community/) 476 | - [Facebook Developer Circle](https://developers.facebook.com/developercircles) 477 | - [Women Tech Makers](https://womentechmakers.com) 478 | - [Women Who Code](https://www.womenwhocode.com/) 479 | - [Women In Tech](https://www.womenintechnology.org/) 480 | - Developers Student Club by Google 481 | - Microsoft Student Technical Community 482 | - Paytm Build for India **[ Only in Delhi and Bangalore]** 483 | - Python Student Community - [PyDelhi](https://www.meetup.com/pydelhi/events/254577423/) 484 | - Toastmaster International 485 | - Swift Users Group 486 | - MUG - MongoDB User Group (Meetups) 487 | 488 | ============================================================================================= 489 | # 8. Conferences :bookmark_tabs: 490 | 491 | > ### **Tech, Entrepreneurship Events and Conferences** 492 | 493 | Id | Name | Place| Travel Reimbursement |Timeline | Deadline | 494 | |--|------ |---|---| ------ | ----| 495 | |1 |[PyCon US-Python Conference USA](https://us.pycon.org/2019/) | USA | NO | May1 | May9 | 496 | |2 |[ODSC ](https://odsc.com/) | GLOBAL | NO | Aug30 | Sep2 | 497 | |3 |[World Business Dialogue](https://www.world-business-dialogue.com/)| GLOBAL | Yes | Feb18 | Feb22 | 498 | |4 | [Business Today Conference](https://businesstoday.org/conferences/)| New York | Yes| Nov18 | Nov20 | 499 | |5 | [Asia Pacific Week](http://asiapacificweek.anu.edu.au/) | Australia | Partial | June24 | June29 | 500 | |6 | [DotJS](https://www.dotjs.io/) | France | - | Nov9 | Nov9 | 501 | |7 | [PyCon](https://www.pycon.fr/2018/) | France | - | October4 | October7 | 502 | |8 | [React Europe]() | France | - | May | - | 503 | |9 | [Dublin Web Summit](https://websummit.net/ ) | Dublin | No | Nov5 | Nov8 | 504 | |10| [Harvard Project for Asian and International Relations](https://www.hpair.org/) | Malaysia | Yes | Aug16 | Aug20 | 505 | |11| [Grace Hopper Conference and Fellowship]((https://ghcindia.anitab.org)) - *ONLY FOR GIRLS*| USA | YES | Nov14 | Nov16 | 506 | |12| [MIT Global Startup Workshop](http://mitgsw.org/2015/) | USA | - | March26 | March28 | 507 | |13| [Thiel Summit](http://summit.thielfellowship.org/) | USA | - | - | - | 508 | |14| [Stanford E-Bootcamp](http://bases.stanford.edu/e-bootcamp/) | USA | - | - | - | 509 | |15| [Clinton Global Initiative University](http://www.cgiu.org/) | USA | - | March to Oct(varies every year) | 3 days | 510 | |16| [South American Business Forum](https://www.sabf.org.ar/) | Argentina | Partial | Aug3 | Aug5 | 511 | |17| [Capital One Summit for Developing Leaders](https://campus.capitalone.com/summits/) | Virginia | YES | Jan6 | Jan11 | 512 | |18| [KPMG Future Diversity Leaders](https://scholarshipscorner.website/kmpg-future-diversity-leaders-summer-leadership-program-2018/) | California | YES | Summer | - | 513 | |19| [Microsoft Tech Summit](https://www.microsoft.com/en-in/techsummit) | GLOBAL| NO | - | - | 514 | |20| [Tech in Asia Bangalore](http://events.techinasia.com/bangalore/) | INDIA | - | - | - | 515 | |21| [SURGE](https://surgeconf.com/surge2017) | INDIA | - | Nov | - | 516 | |22| [Amazon Web Services Global Summit 2017](https://aws.amazon.com/summits/) | INDIA | NO | Differs with area | Check the website | 517 | |23| [TechCrunch Disrupt](https://techcrunch.com/event-info/disrupt-sf-2018/) | USA | NO | Sep5 | Sep7 | 518 | |24| [Tie Global Summit](http://www.tieglobalsummit.org/) | New Delhi, INDIA | NO | Nov29 | Nov30 | 519 | |25| [Pioneer Application](https://pioneer.app/) | GLOBAL | YES | - | - | 520 | |26| [Student Leadership conference](https://studentleadershipconference.com/) | USA | YES | Aug31 | Aug31 | 521 | |28| [Hackference India ](http://hackference.in/) | India | No | Nov | Mid Dec | 522 | 523 | ============================================================================================= 524 | 525 | # 9. Top People to Follow 526 | 527 | |Id | Name | Category| 528 | |--|------ |---| 529 | |1 |[Prof. Andrew NG](https://www.linkedin.com/in/andrewyng/) | AI & ML | 530 | |2|[Vincent Boucher](https://www.linkedin.com/in/montrealai) | AI & ML | 531 | |3 |[Tarry Singh](https://www.linkedin.com/in/tarrysingh/) | AI & ML | 532 | |4| [Paul Graham](http://www.paulgraham.com/) | Startup Expert, Founder of Y-Combinator | 533 | |5| [Valeri Karpov](https://thecodebarbarian.wordpress.com/about/) | MEAN stack expert | 534 | 535 | ============================================================================================= 536 | 537 | # 10. Top Websites to Follow 538 | 539 | 1. **Data Science** 540 | - [Data Science Courses: R & Python Analysis Tutorials | DataCamp](http://www.datacamp.com/courses) 541 | - [CSE-109 - Harvard University](http://cs109.github.io/2015/) 542 | - [CSE231N - Computer Vision Stanford University](http://cs231n.stanford.edu/) 543 | 544 | 2. **Startup News and Stories** 545 | - [YCombinator’s Hacker News](https://news.ycombinator.com/) 546 | - [YourStory](https://yourstory.com/) 547 | - [Entrepreneur.com](https://www.entrepreneur.com/) 548 | - [ TechCrunch - Tech and Startup News](https://techcrunch.com/) 549 | - [ProductHunt](https://producthunt.com) 550 | 551 | # 11. Additional Links :hamster: 552 | 553 | 1. [Top 10 Startup Incubator in India](https://inc42.com/resources/top-20-startup-incubators-india/) - *Startup* 554 | 2. [The first 20 hours -- how to learn anything](https://www.youtube.com/watch?v=5MgBikgcWnY) - *Learning* 555 | 3. [Are you Introvert? Watch this - Power of Introverts ](https://www.youtube.com/watch?v=c0KYU2j0TM4) - *Self Introspection* 556 | 4. [30 International Scholarships offered by the World’s Top Universities](http://www.scholars4dev.com/13300/international-scholarships-top-universities-world/) - *Scholarships* 557 | 5. [30 Famous Books that You Will Regret Not Reading!](https://bornrealist.com/famous-books/) - *Reading* 558 | 6. [Startup Ideas By Y Combinator](https://www.ycombinator.com/rfs/) - *Startup* 559 | 7. [Epicodus Coding Bootcamp Full Curriculum](https://www.learnhowtoprogram.com/tracks) - *Learning* 560 | -------------------------------------------------------------------------------- /translation/README-ger.md: -------------------------------------------------------------------------------- 1 | A bis Z Ressourcen für Lernende :boy:![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg) 2 | 3 | > ## Zeigt eure Liebe für dieses Projekt :heart:, indem ihr einen Stern hinterlasst :star: 4 | 5 | ### Bist du ein Student, ein Schüler oder ein Profi, der eine neue Sprache erlernen, gleichgesinnte treffen oder an globalen Konferenzen, Hackathons und Wettbewerben teilnehmen möchte? Falls Ja, solltest du dir defintiv dieses Projekt anschauen. 6 | 7 | Als ich noch studierte verpasste ich aufgrund meiner Unkenntnis eine Vielzahl an Möglichkeiten wie Hackathons, Konferenzen, Praktika und viele weltweite Veranstaltungen Ich möchte nicht, dass ihr euch ebenfalls solche Chancen mangels notwendiger Kenntnis entgehen lasst. Im folgenden habe ich daher eine Liste mit nützlichen Ressourcen für Schüler und Studenten zusammengetragen. Diese Liste solltet ihr euch als Student oder Hochschulabsolvent keinesfalls entgehen lassen. 8 | 9 | ![Image](res/xx.gif) 10 | *Image credits: Google* 11 | 12 | ## Inhaltsverzeichnis:clipboard: 13 | 14 | 1. [Coding Ressourcen - Wie lerne ich xyz? ](#1-coding-ressourcen-pencil) 15 | 16 | - [Python](#11-python-snake) 17 | - [Machine Learning](#12-machine-learning-robot) 18 | - [Deep Learning](#13-deep-learning) 19 | - [Android Entwicklung](#14-android-entwicklung-iphone) 20 | - [Backend Entwicklung ](#15-backend-entwicklung-computer) 21 | - [Frontend Web Entwicklung](#16-frontend-web-entwicklung-computer) 22 | - [Datenstrukturen](#17-datenstrukturen-chart_with_upwards_trend) 23 | - [Alexa Tutorials](#18-alexa-tutorials) 24 | - [Die Sprache C](#19-die-sprache-c) 25 | - [Die Sprache C++](#110-die-sprache-c++) 26 | - [Git und Github](#111-git-und-github-octocat) 27 | - [Die Sprache R](#112-die-sprache-r) 28 | 29 | 2. [Hackathons und Veranstaltungen ](#2-hackathons-und-events) 30 | - [Die besten Hackathons der Welt](#21-rainbow-Die-besten-hackathons-der-welt) 31 | - [Wettbewerbe](#22-wettbewerbe-bomb) 32 | - [Hackathon Such Portal](#23--hackathon-such-portale-dart) 33 | - [Events](#24-events-heart_eyes) 34 | - [Gründerevents und Wettbewerbe](#25-gründerevents-,-wettbewerbe-und-bootcamps-neckbeard) 35 | - [Einstellungstests](#26-einstellungstests-heart) 36 | 37 | 3. [Studenten Vergünstigungen und Programme ](#3-Studenten- -vergünstigungen-und-programme-fire) 38 | - [Universitäts Botschafter Programme](#universitäts-botschafter-programme-v) 39 | - [Studenten Vorzüge und Packete](#studenten--vorzüge-und-packete-v) 40 | - [Stipendien für Studenten](#stipendien-für-studenten-v) 41 | - [Stipendien](#stipendien-runner) 42 | 43 | 4. [Open Source Programme ](#4-open-source-programme-octocat) 44 | 5. [Startup Programme und Brutkästen](#5-startup-programme-and-brutkästen-mag_right) 45 | 6. [Praktika Portale ](#6-praktika-portale-smile) 46 | 7. [Entwickler Clubs und Meetups](#7-entwickler-clubs-und-meetups) 47 | 8. [Konferenzen](#8-konferenzen-bookmark_tabs) 48 | 9. [Personen](#9-personen) 49 | 10. [Webseiten](#10-webseiten) 50 | 11. [Weiterführende Links](#11-weiterführende-links-hamster) 51 | 12. [Mitwirkende](CONTRIBUTORS.md) 52 | 53 | --- 54 | 55 | # 1. Coding Ressourcen :pencil: 56 | 57 | ## 1.1 Python :snake: 58 | 59 | > [**Dieser Link führt zu detaillierten Informationen über Python**](Python.md) 60 | 61 | - [Lerne Python - CodeAcademy](https://www.codecademy.com/learn/learn-python) 62 | - [Progate Python Classes](https://progate.com/languages/python) - **Gut für blutige Anfänger** 63 | - [Video-Tutorials für absolute Anfänger - Youtube](http://bit.ly/2NkrsKh) 64 | - [Intro zu Python - Udacity - kostenloser Kurs](https://in.udacity.com/course/introduction-to-python--ud1110-india) 65 | - [Googles Python Klasse](https://developers.google.com/edu/python/) 66 | - [Python für jedermann](https://www.coursera.org/specializations/python) 67 | 68 | ## 1.2 Machine Learning :robot: 69 | 70 | > [**Dieser Link führt zu detaillierten Informationen über Machinelles Lernen und Deep Learning**](ML.md) 71 | 72 | - **Die besten online Kurse** 73 | - [CSE-229 - Stanford University]( http://cs229.stanford.edu/) 74 | - [AndrewNg Coursera](https://www.coursera.org/learn/machine-learning) 75 | - [Udacity Machine Learning Nanodegree](https://in.udacity.com/course/intro-to-machine-learning--ud120-india) 76 | - [ Reinforcement Learning - Nanodegree](https://in.udacity.com/course/reinforcement-learning--ud600) 77 | - [Move 37](https://www.theschool.ai/courses/move-37-course/) - **Kostenlos** 78 | - [ML mit Python - YouTube ](https://www.youtube.com/playlist?list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v) 79 | - [Data Science Machine Learning Bootcamp](https://courses.learncodeonline.in/learn/Machine-Learning-Bootcamp?tab=1) - **Bezahlpflichtig** 80 | - [Google's Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/ml-intro) 81 | - [Applied Data Science with Python Specialization](https://www.coursera.org/specializations/data-science-python) 82 | 83 | - **Die besten Github Repositories** 84 | - [Selbst erlernter Pfad für Data Science](https://github.com/ossu/data-science) 85 | - [Python Machine Learning (2nd Ed.) Code Repository](https://github.com/rasbt/python-machine-learning-book-2nd-edition) 86 | - [Machine Learning Tutorials](https://github.com/ujjwalkarn/Machine-Learning-Tutorials) 87 | 88 | - **Wissenschaftliche Forschungen** 89 | - [Arxiv](https://arxiv.org/) 90 | - [IEEE](https://ieeexplore.ieee.org/Xplore/home.jsp) 91 | - [Research Gate](https://www.researchgate.net/) 92 | - [Academics Torrent - Search Dataset](http://academictorrents.com/) 93 | - [Arxiv Sanity - Search best papers](arxiv-sanity.com) 94 | - [Openreview](https://openreview.net/) 95 | - [Research Papers with code](https://github.com/zziz/pwc) 96 | 97 | - **ML Modelle mit Datensätzen testen** 98 | - [Kaggle](https://www.kaggle.com/) 99 | - [UCI ML Repository](https://archive.ics.uci.edu/ml/datasets.html) 100 | - [Data.Gov](https://www.data.gov/) 101 | 102 | 103 | ## 1.3 Deep Learning 104 | 105 | > [**Dieser Link führt zu detaillierten Informationen über Machinelles Lernen und Deep Learning**](ML.md) 106 | 107 | - **Die besten online Kurse** 108 | - [Deep Learning Specialization - Coursera](https://www.coursera.org/specializations/deep-learning) 109 | - [Deep Learning - Fast.AI](http://course.fast.ai/) 110 | 111 | - **Die besten Github Repositories** 112 | - [Top -200 GitHub Repos zu Deep learning](https://github.com/mbadry1/Top-Deep-Learning) 113 | - [DensePose - FB Forschung](https://github.com/facebookresearch/DensePose) 114 | - [Data Science Handbuch](https://github.com/jakevdp/PythonDataScienceHandbook) 115 | - [Tensorflow Project Template](https://github.com/MrGemy95/Tensorflow-Project-Template) 116 | - [VisualDL](https://github.com/PaddlePaddle/VisualDL) 117 | - [Caire - Content aware image resize library ](https://github.com/esimov/caire) 118 | - [Top Deep Learning](https://github.com/mbadry1/Top-Deep-Learning) 119 | 120 | 121 | ## 1.4 Android Entwicklung :iPhone: 122 | 123 | - [Für Beginner](Android.md) 124 | - [Udacity - kostenlose Kurse & Nanodegree](https://udacity.com) 125 | - [PluralSight - Android Developer Track](http://pluralsight.com/) [Die ersten 60 Tage kostenlos] 126 | - [Pfad zum Android Entwickler](https://github.com/Amejia481/Associate-Android-Developer-Certification) 127 | - [Android Beispiele ](https://github.com/nisrulz/android-examples) 128 | - [Flutter Beispiele ](https://github.com/nisrulz/flutter-examples) 129 | - [Codelabs](https://codelabs.developers.google.com/) 130 | 131 | ## 1.5 Backend Entwicklung :computer: 132 | 133 | - [Einführung ins backend](https://in.udacity.com/course/intro-to-backend--ud171) 134 | 135 | - **Django - Python** 136 | - [Versuche Django | Youtube](https://www.youtube.com/playlist?list=PLEsfXFp6DpzTD1BD1aWNxS2Ep06vIkaeW) - *Das Beste für Einsteiger* 137 | - [Django Docs ](https://docs.djangoproject.com/en/2.1/) 138 | - [Django Girls](https://tutorial.djangogirls.org/en/) 139 | - [MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/Server-side/Django) *Gut geeignet für Einsteiger* 140 | - [SimpleIsBetterThanComplex Blog](https://simpleisbetterthancomplex.com/) 141 | 142 | - **Node.JS** 143 | - [Der komplette Node.js Entwickler-Kurs | UDEMY](https://www.udemy.com/the-complete-nodejs-developer-course-2/) -- **Gegen Bezahlung** 144 | 145 | - [Schnell zum web framework (Node.js/JavaScript)](https://developer.mozilla.org/en-US/docs/Learn/Server-side/Express_Nodejs) 146 | 147 | - [Video Tutorials-Node.js](https://www.youtube.com/watch?v=w-7RQ46RgxU&list=PL4cUxeGkcC9gcy9lrvMJ75z9maRw4byYp) - *Gut geeignet für Einsteiger* 148 | 149 | - **PHP** 150 | - [W3Schools](https://www.w3schools.com/php/) 151 | - [Tutorial Point](https://www.tutorialspoint.com/php/) 152 | - [PHP mit Datenbanken tutorial ](https://www.codeproject.com/Articles/759094/Step-by-Step-PHP-Tutorials-for-Beginners-Creating) 153 | - [Anleitung zur Verbindung von PHP und SQL mit HTML](https://github.com/shauryauppal/PHP-Database-connection) 154 | 155 | - **Ruby** 156 | - [Ruby on Rails Tutorial](https://www.railstutorial.org/book) 157 | - [Learn Ruby The Hard Way](https://learnrubythehardway.org/book/) 158 | 159 | ## 1.6 Frontend Web Entwicklung :computer: 160 | 161 | - **HTML5 and CSS3** 162 | - [Einführung in HTML und CSS](https://in.udacity.com/course/intro-to-html-and-css--ud001-india) 163 | - [HTML5 und CSS3](https://courses.learncodeonline.in/learn/emmet-course?) 164 | - [FreeCodeCamp](https://www.freecodecamp.org/) 165 | - [Codecademy](https://www.codecademy.com/catalog/language/html-css) 166 | - [Interneting is Hard](https://internetingishard.com/html-and-css/) 167 | - [HTML MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/HTML) 168 | - [CSS MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/CSS) 169 | 170 | - **Bootstrap4** 171 | 172 | - [Bootstrap4 Kurs mit Projekten](https://courses.learncodeonline.in/learn/Complete-Bootstrap-4-course?) 173 | 174 | - **JavaScript** 175 | - [JS MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/JavaScript) 176 | - [Javascript30 | Wes Bos](https://javascript30.com/) 177 | - [Einführung in JavaScript](https://in.udacity.com/course/intro-to-javascript--ud803-india) 178 | 179 | - **JavaScript Frameworks** 180 | ###### Angular 181 | - [Angular 7 - Die komplette Anleitung by Maximilian Schwarzmüller](https://www.udemy.com/the-complete-guide-to-angular-2/) - **(Udemy, gegen Bezahlung)** 182 | - [The Complete Angular Course: Beginner to Advanced by Mosh Hamedani](https://www.udemy.com/the-complete-angular-master-class/) - **(Udemy, gegen Bezahlung)** 183 | - [Angular Expo](https://angularexpo.com/) - **Schöne Vorzeigeprojekte wie Websites, Programmen und Experimenten, die mit Angular erstellt wurden** 184 | - [Made With Angular](https://www.madewithangular.com/) - **Gallerie inspirierender Websites mit Angular/AngularJS** 185 | 186 | ###### React.js 187 | - [Video Tutorials - Vom Anfänger zum Fortgeschrittenen](https://www.youtube.com/watch?v=JPT3bFIwJYA&list=PL55RiY5tL51oyA8euSROLjMFZbXaV7skS) 188 | - [FreeCodeCamp Artikel](https://medium.freecodecamp.org/search?q=react) 189 | - [Ein paar Projekte für jeden React Entwickler](https://daveceddia.com/react-practice-projects/) 190 | - [Berühmte GitHub Repos](https://medium.mybridge.co/react-js-open-source-for-the-past-year-2018-a7c553902010) 191 | - [UDEMY](https://www.udemy.com/react-the-complete-guide-incl-redux/) -- **Gegen Bezahlung** 192 | - [Original Docs](https://reactjs.org/docs/hello-world.html) 193 | - [The Road to React | Book](https://drive.google.com/open?id=1ilClAJQ3FmCB-2cEuVDZtVMbeXumSj3t) 194 | - [React für Beginner | Wes Bos](https://reactforbeginners.com/) -- **Gegen Bezahlung** 195 | - [Fortgeschrittenes React | Wes Bos](https://advancedreact.com/) -- **Gegen Bezahlung** 196 | 197 | ###### Vue.js 198 | - [Vue School](https://vueschool.io/courses) -- **Kostenlos + Gegen Bezahlung** 199 | - [Scrimba](https://scrimba.com/g/glearnvue) 200 | 201 | - **Web Accessibility** 202 | - [Accessibility MDN Web Docs](https://developer.mozilla.org/en-US/docs/Learn/Accessibility) 203 | 204 | - **Frontend Entwicklungswerkzeuge** 205 | ###### Packetmanager 206 | - [NPM | YouTube](https://www.youtube.com/watch?v=76A2Ppenxh8) 207 | - [Yarn | YouTube](https://www.youtube.com/watch?v=g9_6KmiBISk) 208 | - [npx](https://medium.com/@maybekatz/introducing-npx-an-npm-package-runner-55f7d4bd282b) 209 | 210 | ###### bundler 211 | - [Webpack - Der meistgenutzte bundler](https://webpack.js.org/guides/getting-started/) 212 | - [Webpack | YouTube](https://www.youtube.com/watch?v=GU-2T7k9NfI) 213 | - [Parcel - The predicted webpack killer](https://medium.com/codingthesmartway-com-blog/getting-started-with-parcel-197eb85a2c8c) 214 | - [Browserify - Der erste bundler](https://scotch.io/tutorials/getting-started-with-browserify) 215 | - [Rollup](https://medium.com/@yonester/bundling-with-rollup-the-basics-b782b55f36a8) 216 | 217 | --- 218 | 219 | ## 1.7 Datenstrukturen :chart_with_upwards_trend: 220 | 221 | - **Online Platformen** 222 | - [CodeChef](https://www.codechef.com/) - **CodeChef Wettbewerb programmier Seite** 223 | - [Codeforces](https://codeforces.com/) - **Großartige Seite um sich auf Wettbewerbe vorzubereiten** 224 | - [GeeksforGeeks](https://www.geeksforgeeks.org/must-do-coding-questions-for-companies-like-amazon-microsoft-adobe/) - **Fragen, die bei Produktbasierten Firmen gestellt werden** 225 | - [Hackerearth](https://www.hackerearth.com/practice/codemonk/) - **Code Monk für Programmier Anfänger** 226 | - [Hackerrank](https://www.hackerrank.com/interview/interview-preparation-kit) - **Interview Vorbereitung** 227 | - [InterviewBit](https://www.interviewbit.com/courses/programming) - **Platform um sich auf Vorstellungsgespräche im Bereich Datenstrukturen vorzubereiten** 228 | - [LeetCode](https://www.leetcode.com) - **Platfrom zur Vorbereiitung von Vorstellungsgesprächen mit techniscchen Fragen** 229 | - [Sphere Online Judge](https://www.spoj.com/problems/classical/) - **Guter Start für Anfänger im Bereich Datenstrukturen** 230 | - [UVa Online Judge](https://uva.onlinejudge.org) - **Die Seite für [wettbewerbliches Programmieren von](http://www.lulu.com/shop/steven-halim/competitive-programming-3/paperback/product-21059906.html)Datenstrukturproblemen** 231 | - [Codewars](https://www.codewars.com/) - **Interessantes Rangsystem für wettbewerbliches Programmieren** 232 | - [CodinGame](https://www.codingame.com/) - **Wettbewerbliches Programmieren mit spielähnlichen Herausforderungen** 233 | - [CS50 on HarvardX] (https://www.edx.org/course/cs50s-introduction-computer-science-harvardx-cs50x) - **Einer der besten online Computer Science Kurse** 234 | 235 | - **Bücher** 236 | - [Competitive Programming by Felix Halim and Steven Halim](https://www.comp.nus.edu.sg/~stevenha/myteaching/competitive_programming/cp1.pdf) - **Buch für Enthusiasten des wettbewerblichen Programmierens** 237 | - [CLRS](https://mcdtu.files.wordpress.com/2017/03/introduction-to-algorithms-3rd-edition-sep-2010.pdf) - **Die Algorithmendesign und analyse Bibel** 238 | - [Algorithm Design by Kleinberg Tardos](http://www.cs.sjtu.edu.cn/~jiangli/teaching/CS222/files/materials/Algorithm%20Design.pdf) - **Ein weiteres Buch zum leichteren Verständnis von Algorithmendesign und analye** 239 | - [Coding Interview University - Github](https://github.com/jwasham/coding-interview-university) - **Für Dtenstruktur und Coumputer Science Grundlagen** 240 | - [Algo & DS in different languages](https://github.com/ZoranPandovski/al-go-rithms) - **Algorithmen und Datenstrukturen in anderen Sprachen** 241 | 242 | 243 | ## 1.8 Alexa Tutorials 244 | - [CodeAcademy](https://www.codecademy.com/learn/learn-alexa) 245 | - [Amazon](https://developer.amazon.com/alexa-skills-kit/tutorials/fact-skill-1) 246 | - [Udemy](https://www.udemy.com/comprehensive-alexa-skill-development-course/?siteID=Fh5UMknfYAU-DbsLrZFg2AAmpu3BgGbHJQ&LSNPUBID=Fh5UMknfYAU) (PAID) 247 | - [Youtube](https://www.youtube.com/watch?list=PL2KJmkHeYQTNwlZqLh_ptZhSNZf93e8Sp&v=1cx_I0kARnU) 248 | - [PluralSight](https://www.pluralsight.com/courses/amazon-echo-developing-alexa-skills) 249 | - [Qwiklabs](https://qwiklabs.com/quests/19) 250 | 251 | ## 1.9 Die Sprache C 252 | - [Tutorial Point](https://www.tutorialspoint.com/cprogramming/) 253 | - [HackerRank]( https://www.hackerrank.com/domains/c) 254 | - [JavaTPoint](https://www.javatpoint.com/c-programming-language-tutorial) 255 | - [Promamiz](https://www.programiz.com/c-programming) 256 | - [Fresh2Refresh](https://fresh2refresh.com/c-programming/) 257 | - [Study Tonight](https://www.studytonight.com/c/) 258 | - [Learn C](https://www.learn-c.org/) 259 | - [Randu](https://randu.org/tutorials/c/) 260 | - [W3Schools](https://www.w3schools.in/c-tutorial/) 261 | - [C-Geeks for Geeks](https://www.geeksforgeeks.org/c-programming-language/) 262 | - [Learning to Program in C by Jonathan Engelsma](https://www.youtube.com/playlist?list=PLkB3phqR3X40reMCBYSoNUPbDvM4kybMs) 263 | 264 | 265 | ## 1.10 Die Sprache C++ 266 | - [Tutorial Point](https://www.tutorialspoint.com/cplusplus/) 267 | - [HackerRank](https://www.hackerrank.com/domains/cpp) 268 | - [JavaTPoint](https://www.javatpoint.com/cpp-tutorial) 269 | - [Promamiz](https://www.programiz.com/cpp-programming) 270 | - [Hackr.Io](https://hackr.io/tutorials/learn-c-plus-plus) 271 | - [Study Tonight](https://www.studytonight.com/cpp/) 272 | - [Learn C ++](http://www.cplusplus.com/doc/tutorial/) 273 | 274 | ## 1.11 Git und Github :octocat: 275 | - [Git Tutorials].(https://www.atlassian.com/git/tutorials/comparing-workflows) 276 | - [Wie man Git und Github nutzt](https://in.udacity.com/course/how-to-use-git-and-github--ud775-india) 277 | - [Versionskontrolle mit Git](https://in.udacity.com/course/version-control-with-git--ud123) 278 | 279 | ## 1.12 Die Sprache R 280 | - [RStudio}(https://www.rstudio.com/online-learning/) 281 | - [Kaggle Kernels](https://www.kaggle.com/kernels?sortBy=hotness&group=everyone&pageSize=20&language=R) 282 | - [R-Bloggers](https://www.r-bloggers.com/ 283 | 284 | --- 285 | 286 | # 2. Hackathons und Events 287 | 288 | ## 2.1 :rainbow: Die besten Hackathons der Welt 289 | 290 | |Id |Name | Veranstaltungsort| Reisekostenerstattung |Beginn | Ende | 291 | |--|------ |---|---| ------ | ----| 292 | |1| [Smart India Hackathon](https://innovate.mygov.in/sih2018/)| India| Ja| April |Check website | 293 | |2 | [HacktheNorth](http://pennapps.com/)| Canada| Ja|Mitte Sept | Ende Juli | 294 | |3 | [HackMIT](https://hackmit.org/) | USA | Ja|Mid Sept | July end | 295 | |4 | [Microsoft Imagine Cup](https://imaginecup.microsoft.com/) | Online & Onsite | Ja | - | - | 296 | |4 | [PenApps](http://pennapps.com/)|USA | Ja| Mid Sept | July end | 297 | |5 | [UltraHack](https://ultrahack.org/)|Regional und Global | Yes| - | - | 298 | |6 | [Facebook Hackathon](https://devcommunitychallenge.devpost.com/) | Online | NA | - | - | 299 | |7 | [TechCruch Disrupt](https://techcrunch.com/event-type/disrupt/) | USA | Top Teams | - | - | 300 | |8 | [HackZurich](http://www.hackzurich.com/) | Zürich, Schweitz | Ja | - | - | 301 | |9 | [JP Morgan Code for Good](https://careers.jpmorgan.com/careers/IN/en/divisions/technology) | New York & London|Ja | - | - | 302 | |10 | [HackDuke](http://www.hackduke.com/) | USA | - | - | - | 303 | |11 | [HackNY](http://hackny.org/hackathon/) | USA | Yes | - | - | 304 | |12 | [HackPrinceton](https://www.hackprinceton.com/)|USA | - | - | - | 305 | |13 | [nwHacks](https://www.nwhacks.io/)| Canada | - | - | - | 306 | |14 | [MHacks](http://www.mhacks.org/) |USA | - | - | - | 307 | |15 | [HackDavis](http://hackdavis.io/)|USA | - | - | - | 308 | |16 | [QHacks](http://qhacks.io/) | USA | - | - | - | 309 | |17 | [Hackinit](https://hackinit.org/) | China | - | - | - | 310 | |18 | [HackUCI](https://www.hackuci.com/) | USA | - | - | - | 311 | |19 | [Conuhacks](http://www.conuhacks.io/) | Canada | - | - | - | 312 | |20 | [McHacks](http://mchacks.io/) | USA| - | - | - | 313 | |21 | [Y Combinator Hacks]() | USA | - | - | - | 314 | |22 | [TreeHacks]() | USA | - | - | - | 315 | |23 | [Global Hackathon Seoul](https://seoul.globalhackathon.io/) | Süd Korea | Ja | - | - | 316 | |24 | [Call for Code](https://callforcode.org/) | Online | - | - | - | 317 | |25 | [Mercari Euro Hack](https://challengerocket.com/) | Online + Onsite (Polen) | Yes | Mitte Oktober |- | 318 | |26 | [InOut](https://hackinout.co/) | Onsite (India) | Ja | Oktober | - | 319 | |27 | [HackIIITD](http://esya.iiitd.edu.in/hackiiitd/) | Onsite (Indien) | Nein | August-September | - | 320 | |28 | [HackDTU](http://hackdtu.tech/) | Onsite (Indien) | Nein | - | - | 321 | |29 | [HashHacks](http://hashhacks.tech/) | Onsite (Indien) | Nein | Mitte Oct | - | 322 | |30 | [Hack Western](https://hackwestern.com/) | Onsite (Western University) | Ja (Je nach Fall) | Ende November |Mitte Oktober | 323 | |31 | [YHack](https://www.yhack.org/) | Onsite (Universität Yale) | Ja | Ende Nov | - | 324 | |32 | [IOT for Smart Life-REVA University](https://reva-university-iot-for-smart-life.hackerearth.com) | Onsite (Reva Universität) | Oktober (Einsendungsschluss) | Ende November | - | 325 | |33 | [Capgemini Tech Challenge](https://techchallenge.in.capgemini.com/) | Online + Onsite (Indien) | - | September-Oktober | - | 326 | |34 | [HackISU](https://hackisu.org/)| USA | Nein | October | - | 327 | |35 | [UHack 3.0](https://usicthack.com/)| Neu Delhi, Indien | - | 26. OKtober| - | 328 | 329 | --- 330 | 331 | ## 2.2 Wettbewerbe :bomb: 332 | 333 | |ID| Name | Austragungsort | 334 | |--|------ |----------| 335 | |1 | [Accenture Innovation Challenge](https://accentureinnovationchallenge.com/) | Online & Onsite | 336 | |2 | [ACM - ICPC](https://www.codechef.com/icpc/2019) | Online & On-Site | 337 | |3 | [CodersBit](https://www.interviewbit.com/codersbit/) | Online | 338 | |4 | [Facebook Hacker Cup](https://www.facebook.com/hackercup/) | Online | 339 | |5 | [Code Gladiators](https://www.techgig.com/codegladiators) | Online & Onsite | 340 | |6 | [E-Yantra](http://www.e-yantra.org/) | Online & Onsite | 341 | |7 | [Red Bull Basement University](https://www.redbull.com/in-en/projects/red-bull-basement-university) | - | 342 | |8 | [Shell Ideas360](https://bit.ly/14iPmYn)| Online & Onsite | 343 | |9 | [Sony World Photography Awards – Youth Award](https://bit.ly/193GCTt) | Online | 344 | |10| [Doodle 4 Google](https://doodles.google.com/d4g/) | Online | 345 | |11| [UN - Volunteer](http://in.one.un.org/who-we-are/unv-india/) | - | 346 | |12| [India Innovation Challenge - IICDC](https://innovate.mygov.in/india-innovation-challenge-design-contest-2018/) |Online & Onsite | 347 | |13| [Quest Ingenium](https://www.questingenium.com/) | - | 348 | |14| [ROBOCON](http://aburobocon2019.mnb.mn/en) | Onsite | 349 | |15| [ASME HVPC - Humans Powered Vehicle Challenge](https://www.asme.org/events/competitions/human-powered-vehicle-challenge-(hpvc)) | Onsite | 350 | |16| [Red Bull Basement University](https://www.redbull.com/in-en/projects/red-bull-basement-university)| Online & Onsite | 351 | |17| [Tech Challenge](https://techchallenge.in.capgemini.com/techchallenge) | Online | 352 | |18| [SnackDown](https://www.shortto.com/Codechefsnackdown) | Online | 353 | |19| [Google Code Jam](https://code.google.com/codejam) | Online | 354 | |20| [Google Hash Code](https://hashcode.withgoogle.com) | Online | 355 | |21| [Kaggle Competitions](https://www.kaggle.com/competitions) | Online | 356 | 357 | ## 2.3 Hackathon-Such-Portale :dart: 358 | |s.no| Name | Regionale Begrenzungen | Kategorie | 359 | |---| ------ |---| --- | 360 | |1| [HackSociety](https://hacksociety.tech/attend/)| Indien | ALL | 361 | |2| [DevPost](https://devpost.com/hackathons) | Online & On-site | ALL | 362 | |3| [HackerEarth](https://hackerearth.com/) | Online & On-site | ALL | 363 | |4| [Hackathon.io](http://www.hackathon.io/events) | GLOBAL | ALL | 364 | |5|[TechGIG - Search Online Competitons]()| Online & On-Site |ALL | 365 | |6| [Analytical Vidya](https://www.analyticsvidhya.com/) | Online & On-Site | Data Science | | 366 | |7| [Hackathon.com](https://www.hackathon.com/) [Online & On-site | GLOBAL | ALL | 367 | 368 | ## 2.5 Gründungsevents, Wettbewerbe und Bootcamps :neckbeard: 369 | 370 | |ID| Name | Ort | 371 | |--|------ |----------| 372 | |1| [Eureka - IITB](http://www.ecell.in/eureka/)| Mumbai, Indien | 373 | |2| [MIT - Entrepreneurship Bootcamp](http://bootcamp.mit.edu/entrepreneurship/) | Online & USA | 374 | |3 | [Startup Grind Global Conference](http://www.startupgrind.com/conference/#/) | Redwood City, Kalifornien | 375 | |4 | [Next Gen Summit](https://www.marketing.org/conference/show/id/BMAANC2018) | New York | 376 | |5 | [Y Combinator's Startup School](https://www.startupschool.org/) | Online | 377 | |6 |[School of AI](https://picampus-school.com/programme/school-of-ai/) | Rom | 378 | |7 | [European Innovation Academy](https://www.inacademy.eu/) | Portugal, China | 379 | |8 | [Startup Weekend - DTU](http://www.ecelldtu.in/) | Delhi, Indien| 380 | |9 | [Watson School Incubator](https://watson.is/semester-incubator-application/) | USA | 381 | |10 | [DevMountain](https://devmountain.com/) | UT, AZ, TX | 382 | |11 | [Product School](https://www.productschool.com) | Online, USA, & Toronto | 383 | |12 | [HackerYou](https://hackeryou.com/) | Toronto | 384 | |13 | [BrainStation](https://brainstation.io/) | Online, USA, & Canada | 385 | |14 | [Lighthouse Labs](https://lighthouselabs.ca/) | Canada | 386 | |15 | [RED Academy](https://redacademy.com) | Canada | 387 | 388 | # 2.6 Einstellungstests :heart: 389 | 390 | |ID| Name | Regional Begrenzung | 391 | |--|------ |----------| 392 | |1| [Google Kickstart](https://code.google.com/codejam/kickstart/)| Online | 393 | |2| [CodeAgon- Codenation Hiring Challenge](https://www.hackerrank.com/codeagon) | Online | 394 | |3| [Codhers- Adobe Hiring Challenge](https://www.hackerrank.com/adobe-codhers) | Online | 395 | |4| [CodeUrWay- Visa Hiring Challenge](https://www.hackerrank.com/visa-codeurway-2017) | Online | 396 | 397 | --- 398 | 399 | # 3. Studenten- Vergünstigungen und Programme :fire: 400 | 401 | ## Universitäts Botschafter Programme :v: 402 | 1. [Microsoft Student Partner](https://studentpartners.microsoft.coem/en-us) - Deadline - **August** 403 | 2. [Github Campus Experte](https://githubcampus.expert/) 404 | 3. [College Vertreter - E-Cell IITB](https://www.ecell.in/cr/) 405 | 4. [Internshala Student Partner - | ISP](https://internshala.com/) 406 | 5. [Progate Student Botschafter](http://progate.com/) 407 | 6. [ISB - YLP Campus Botschafter Program ](http://www.isb.edu/ylp/CAP) 408 | 7. [GeeksforGeeks Campus Botschafter](https://www.geeksforgeeks.org/) 409 | 8. [ HackerEarth Campus Botschafter](https://hackerearth.com) 410 | 9. [ HackerRank Campus Botschafter](https://hackerrank.com) 411 | 10. [Interviewbit Campus Botschafter](https://www.interviewbit.com/pages/campus-ambassador/) 412 | 11. [ Dell Botschafter Programm](https://dellfuturist.com/the-dell-campassadors-program) 413 | 12. [ Intel Botschafter Programm](https://software.intel.com/en-us/ai-academy/ambassadors/apply) 414 | 13. [Codechef Campus Botschafter](https://www.codechef.com/) 415 | 416 | ## Studenten- Vorzüge und Packete :v: 417 | 1. [GitHub Student Developer Pack - kostenlose Ressourcen für Studenten](https://education.github.com/pack) 418 | 2. [Visual Studio Essentials -Zugriff auf Microsofts Premium Dienste ](https://visualstudio.microsoft.com/dev-essentials/) 419 | 3. [JetBrains Studenten Packet](https://www.jetbrains.com/student/) 420 | 4. [AWS Educate](https://aws.amazon.com/it/education/awseducate/) 421 | 5. [Azure Students](https://azure.microsoft.com/en-us/free/students/) 422 | 6. [Google Cloud](https://cloud.google.com/free/) 423 | 7. [Intel Developer Packet](https://software.intel.com/en-us/ai-academy/ambassadors/apply) 424 | 8. [Google Reskilling India Program | Pluralsight](https://www.pluralsight.com/partners/google/) 425 | 426 | ## Stipendien für Studenten :v: 427 | 1. [University Innovation Fellowship - Stanford University](http://universityinnovationfellows.org/) 428 | 1. [Teach for India Fellowship]() 429 | 2. [Young India Fellowship]() 430 | 3. [Urban Leaders Fellowship]() 431 | 4. [Facebook fellowship Program - **Nur für Doktoranden**]() 432 | 5. [Legislative Assistants to Members of Parliament (LAMP) Fellowship]() 433 | 6. [Prime Minister’s Rural Fellowship]() 434 | 7. [Azim Premji Foundation Fellowship Program]() 435 | 8. [Stanford-ABC News Global Health and Media Fellowship]() 436 | 9. [NSF Graduate Research Fellows, Graduate Research Opportunities Worldwide (GROW)]() 437 | 10. [Acumen Regional Fellows India]() 438 | 11. [Ramanujan Fellowship - Only for Scientists]() 439 | 12. [Rajiv Gandhi National Fellowship - **Für SC/ST Absolventen**]() 440 | 13. [Gandhi Fellowship - UG/PG Students]() 441 | 14. [Ratan Tata Post doctoral Fellowship - **Nur für Doktoranden**]() 442 | 15. [President Abdul Kalam Azad Postgraduate Fellowship - **Absolventen**]() 443 | 16. [Venkat Pachpakesan Memorial Scholarship](https://wiki.rethinkfoundation.in/Venkat_Panchapakesan_Memorial_Scholarship) 444 | 17. [Young Leaders For Active Citizenship](http://ylacindia.com) 445 | 18. [Helium Grant Fellowship](https://www.heliumgrant.org) 446 | 19. [HackNY Fellows Program](https://apply.hackny.org/) 447 | 448 | ## Stipendien :runner: 449 | 1. [Pytorch Scholarship Challenge - Udacity](https://blog.udacity.com/2018/10/introducing-the-pytorch-scholarship-challenge-from-facebook.html) Bewerbungsschluss - **23. Oktober** 9:30PM PST 450 | 451 | 2. [Grants, Awards AND Opportunities For Indian/Canadian Scholars](https://www.shastriinstitute.org/grants-awards-and-opportunities-for-indian-canadian-scholars) 452 | 453 | 3. [Facebook Developer Circle Scholarship Program - DataScience/Frontend Dev](http://bit.ly/DevCTrainingInterest1) 454 | 455 | 4. [Coding Bootcamp Scholarships - Course Report](https://www.coursereport.com/blog/the-definitive-list-of-programming-bootcamp-scholarships) 456 | 457 | --- 458 | 459 | # 4. Open Source Programme :octocat: 460 | 461 | > **Für detailliertere Informationen die GSOC Organisation** - [Hier drücken](https://github.com/dipakkr/A-to-Z-Resources-for-Students/blob/master/GSOC.md) 462 | 463 | 464 | |Id |Name | Organisation| Gehalt/Anreize| Timeline | Deadline | 465 | |-|--|---- |---|---| ------ | 466 | |1| [Google Summer of Code](https://summerofcode.withgoogle.com/)| Google| Ja| - |- | 467 | |2| [Rails Girls Summer Of Code](https://railsgirlssummerofcode.org/)| Global(Not owned)| Ja|- | - | 468 | |4| [GNOME internships](https://wiki.gnome.org/Internships) | GNOME | Ja | - | - | 469 | |5| [Radare Summer of Code](https://rada.re/rsoc) | - | - | - | 470 | |6| [DataONE Summer Internship Program](https://www.dataone.org/internships) | DataONE | - | - | - | 471 | |7| [BOSS](http://pennapps.com/)| Coding Blocks, Indien| Ja |- | - | 472 | |8| [GirlScript Summer of Code](https://gssoc.tech/) | - | Preise | - | - | 473 | |9| [Season of KDE](https://season.kde.org) | KDE | Preise | - | - | 474 | |10| [The X.Org Endless Vacation of Code](https://season.kde.org) | X.Org | Ja | -| - | 475 | | 11 | [Free Software Foundation internships](https://www.fsf.org/volunteer/internships) | Free Software Foundation | Nein | - | - | 476 | 477 | --- 478 | 479 | # 5. Startup Programme and Brutkästen :mag_right: 480 | 481 | |Id |Name | Organisation| 482 | |-|--|---- | 483 | |1| [Amity Innovation Incubator](http://www.amity.edu/) | Amity University | 484 | |2| [Atal Incubation Centre](http://www.aim.gov.in/) | Regierung | 485 | |3| [Google LaunchPad Accelerator](https://developers.google.com/programs/launchpad/accelerators/) | Google | 486 | |4| [Startup Village](https://www.sv.co/) | SV.CO | 487 | |5| [T HUB ](https://t-hub.co/) | - | 488 | |6 | [Atal Innovation challenge](http://aim.gov.in/overview.php) | NITI, AYOG | 489 | |7| [Global Entrepreneurship Bootcamp](https://gebootcamp.com/) | Malaysia | 490 | 491 | --- 492 | 493 | # 6. Praktika Portale :smile: 494 | 1. [Angel List](https://angel.co) 495 | 2. [Internshala](https://internshala.com) 496 | 3. [Vettery](https://www.vettery.com/) 497 | 4. [LinkedIn](https://linkedin.com) 498 | 5. *HRs auf LinkedIn kontaktieren* 499 | 6. [Hackkar](https://hackkar.com/) 500 | 7. [LetsIntern](https://www.letsintern.com) 501 | 8. [Intern Supply](https://intern.supply/) 502 | 503 | ### Tipps für Praktika: 504 | 505 | - Frühzeitig vor Praktikumsbeginn nach Plätzen umsehen 506 | 507 | --- 508 | 509 | # 7. Entwickler Clubs and Meetups 510 | 511 | > **Ich empfehle euch eine kurze Google/Facebook Suche bezüglich eurer Stadt.** 512 | 513 | > **Überprüft **Meetup.com** für mehr Events in eurer Nähe** 514 | 515 | - [Google Developer Group](https://developers.google.com/programs/community/gdg/) 516 | - Mozilla Open Source Community 517 | - [Mozilla Campus Clubs](https://campus.mozilla.community/) 518 | - [Facebook Developer Circle](https://developers.facebook.com/developercircles) 519 | - [Women Tech Makers](https://womentechmakers.com) 520 | - [Women Who Code](https://www.womenwhocode.com/) 521 | - [Women In Tech](https://www.womenintechnology.org/) 522 | - Developers Student Club by Google 523 | - Microsoft Student Technical Community 524 | - Paytm Build for India **[Nur in Dheli und Bangalore]** 525 | - Python Student Community - [PyDelhi](https://www.meetup.com/pydelhi/events/254577423/) 526 | - Toastmaster International 527 | - Swift Users Group 528 | - MUG - MongoDB User Group (Meetups) 529 | 530 | --- 531 | 532 | # 8. Konferenzen :bookmark_tabs: 533 | 534 | Id | Name | Veranstaltungsort| Reisekostenerstattung |Timeline | Deadline | 535 | |--|------ |---|---| ------ | ----| 536 | |1 |[PyCon US-Python Conference USA](https://us.pycon.org/2019/) | USA | Nein | 1. Mai | 9. Mai | 537 | |2 |[ODSC ](https://odsc.com/) | GLOBAL | Nein | 30. Aug | 2. Sept | 538 | |3 |[World Business Dialogue](https://www.world-business-dialogue.com/)| GLOBAL | Ja | 18. Feb | 22. Feb | 539 | |4 | [Business Today Conference](https://businesstoday.org/conferences/)| New York | Ja | 18. Nov | 20. Nov | 540 | |5 | [Asia Pacific Week](http://asiapacificweek.anu.edu.au/) | Australien | Teils | 24. Juni | 29. Juni | 541 | |6 | [DotJS](https://www.dotjs.io/) | Frankreich | - | 9. Nov | 9. Nov | 542 | |7 | [PyCon](https://www.pycon.fr/2018/) | Frankreich | - | 4. Okt | 7. Okt | 543 | |8 | [React Europe]() | Frankreich | - | Mai | - | 544 | |9 | [Dublin Web Summit](https://websummit.net/ ) | Dublin | Nein | Nov5 | Nov8 | 545 | |10| [Harvard Project for Asian and International Relations](https://www.hpair.org/) | Malaysia | Ja | Aug16 | Aug20 | 546 | |11| [Grace Hopper Conference and Fellowship](https://ghc.anitab.org) | USA | Ja | Nov14 | Nov16 | 547 | |12| [MIT Global Startup Workshop](http://mitgsw.org/2015/) | USA | - | March26 | March28 | 548 | |13| [Thiel Summit](http://summit.thielfellowship.org/) | USA | - | - | - | 549 | |14| [Stanford E-Bootcamp](http://bases.stanford.edu/e-bootcamp/) | USA | - | - | - | 550 | |15| [Clinton Global Initiative University](http://www.cgiu.org/) | USA | - | März bis Okt(variiert järlich) | 3 Tage | 551 | |16| [South American Business Forum](https://www.sabf.org.ar/) | Argentinien | teils | Aug3 | Aug5 | 552 | |17| [Capital One Summit for Developing Leaders](https://campus.capitalone.com/summits/) | Virginia | Ja | Jan6 | Jan11 | 553 | |18| [KPMG Future Diversity Leaders](https://scholarshipscorner.website/kmpg-future-diversity-leaders-summer-leadership-program-2018/) | Kalifornien | Ja | Sommer | - | 554 | |19| [Microsoft Tech Summit](https://www.microsoft.com/en-in/techsummit) | GLOBAL| Nein | - | - | 555 | |20| [Tech in Asia Bangalore](http://events.techinasia.com/bangalore/) | Indien | - | - | - | 556 | |21| [SURGE](https://surgeconf.com/surge2017) | Indien | - | Nov | - | 557 | |22| [Amazon Web Services Global Summit 2017](https://aws.amazon.com/summits/) | indien | Nein | Hängt vom Ort ab | Website überprüfen | 558 | |23| [TechCrunch Disrupt](https://techcrunch.com/event-info/disrupt-sf-2018/) | USA | Nein | Sep5 | Sep7 | 559 | |24| [Tie Global Summit](http://www.tieglobalsummit.org/) | Neu Delhi, Indien | Nein | Nov29 | Nov30 | 560 | |25| [Pioneer Application](https://pioneer.app/) | GLOBAL | Ja | - | - | 561 | |26| [Student Leadership conference](https://studentleadershipconference.com/) | USA | Ja | Aug31 | Aug31 | 562 | |28| [Hackference India ](http://hackference.in/) | India | Nein | Nov | Mid Dec | 563 | 564 | --- 565 | 566 | # 9. Personen 567 | 568 | |Id | Name | Kategorie| 569 | |--|------ |---| 570 | |1 |[Prof. Andrew NG](https://www.linkedin.com/in/andrewyng/) | KI & ML | 571 | |2 |[Vincent Boucher](https://www.linkedin.com/in/montrealai) | KI & ML | 572 | |3 |[Tarry Singh](https://www.linkedin.com/in/tarrysingh/) | KI & ML | 573 | |4 |[Paul Graham](http://www.paulgraham.com/) | Startup Experte, Gründer von Y-Combinator | 574 | |5 |[Valeri Karpov](https://thecodebarbarian.wordpress.com/about/) | MEAN stack Experte | 575 | |6 |[Yann LeCun](https://www.facebook.com/yann.lecun) | VP & Chef KI Wissenschaftler bei Facebook | 576 | 577 | --- 578 | 579 | # 10. Webseiten 580 | 581 | 1. **Datenwissenschaften** 582 | - [Data Science Courses: R & Python Analysis Tutorials | DataCamp](http://www.datacamp.com/courses) 583 | - [CSE-109 - Harvard University](http://cs109.github.io/2015/) 584 | - [CSE231N - Computer Vision Stanford University](http://cs231n.stanford.edu/) 585 | - [Developer Circles Data Resources](https://www.developercircleresources.com/learningPath/data/) 586 | - [Kaggle Learn](https://www.kaggle.com/learn/overview) 587 | 588 | 2. **Startup- Neuigkeiten und Geschichten** 589 | - [YCombinator’s Hacker News](https://news.ycombinator.com/) 590 | - [YourStory](https://yourstory.com/) 591 | - [Entrepreneur.com](https://www.entrepreneur.com/) 592 | - [ TechCrunch - Tech and Startup News](https://techcrunch.com/) 593 | - [ProductHunt](https://producthunt.com) 594 | 595 | # 11. Weiterführende Links :hamster: 596 | 597 | 1. [Top 10 Startup Incubator in India](https://inc42.com/resources/top-20-startup-incubators-india/) - *Startup* 598 | 2. [The first 20 hours -- how to learn anything](https://www.youtube.com/watch?v=5MgBikgcWnY) - *Lernen* 599 | 3. [Are you Introvert? Watch this - Power of Introverts ](https://www.youtube.com/watch?v=c0KYU2j0TM4) - *Selbstüberprüfung* 600 | 4. [30 International Scholarships offered by the World’s Top Universities](http://www.scholars4dev.com/13300/international-scholarships-top-universities-world/) - *Stipendien* 601 | 5. [30 Famous Books that You Will Regret Not Reading!](https://bornrealist.com/famous-books/) - *Lesen* 602 | 6. [Startup Ideas By Y Combinator](https://www.ycombinator.com/rfs/) - *Startup* 603 | 7. [Epicodus Coding Bootcamp Full Curriculum](https://www.learnhowtoprogram.com/tracks) - *Lernen* 604 | 8. [5 most common misconceptions about studying abroad among Indians](https://www.wemakescholars.com/blog/common-misconceptions-about-studying-abroad/) *Im Ausland studieren (für Inder)* 605 | --------------------------------------------------------------------------------