├── LICENSE └── README.md /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. By contrast, 15 | the GNU General Public License is intended to guarantee your freedom to 16 | share and change all versions of a program--to make sure it remains free 17 | software for all its users. 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EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT 593 | HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY 594 | OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, 595 | THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR 596 | PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM 597 | IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF 598 | ALL NECESSARY SERVICING, REPAIR OR CORRECTION. 599 | 600 | 16. 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Interpretation of Sections 15 and 16. 613 | 614 | If the disclaimer of warranty and limitation of liability provided 615 | above cannot be given local legal effect according to their terms, 616 | reviewing courts shall apply local law that most closely approximates 617 | an absolute waiver of all civil liability in connection with the 618 | Program, unless a warranty or assumption of liability accompanies a 619 | copy of the Program in return for a fee. 620 | 621 | END OF TERMS AND CONDITIONS 622 | 623 | How to Apply These Terms to Your New Programs 624 | 625 | If you develop a new program, and you want it to be of the greatest 626 | possible use to the public, the best way to achieve this is to make it 627 | free software which everyone can redistribute and change under these terms. 628 | 629 | To do so, attach the following notices to the program. It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. If not, see . 649 | 650 | Also add information on how to contact you by electronic and paper mail. 651 | 652 | If the program does terminal interaction, make it output a short 653 | notice like this when it starts in an interactive mode: 654 | 655 | Copyright (C) 656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. 657 | This is free software, and you are welcome to redistribute it 658 | under certain conditions; type `show c' for details. 659 | 660 | The hypothetical commands `show w' and `show c' should show the appropriate 661 | parts of the General Public License. Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | [Feel free to Star, Fork and Share. Stay connected and inbox for free career coaching via Linkedin: https://linkedin.com/in/asadravian ] 2 | # top-free-courses 3 | ### Index 4 | 5 | * [MOOC](#mooc) 6 | * [Algorithms & Data Structures](#algorithms--data-structures) 7 | * [Android](#android) 8 | * [APL](#apl) 9 | * [Artificial Intelligence](#artificial-intelligence) 10 | * [Assembly](#assembly) 11 | * [AutoIt](#autoit) 12 | * [Bash / Shell](#bash--shell) 13 | * [Blockchain](#blockchain) 14 | * [C](#c) 15 | * [C#](#csharp) 16 | * [C++](#cpp) 17 | * [Clojure](#clojure) 18 | * [Cloud Computing](#cloud-computing) 19 | * [AWS](#aws) 20 | * [Azure](#azure) 21 | * [IBM](#ibm) 22 | * [Compilers](#compilers) 23 | * [Computer Organization and Architecture](#computer-organization-and-architecture) 24 | * [Computer Science](#computer-science) 25 | * [Cryptography](#cryptography) 26 | * [CUDA](#cuda) 27 | * [Dart](#dart) 28 | * [Data Science](#data-science) 29 | * [Databases](#databases) 30 | * [NoSQL](#nosql) 31 | * [SQL](#sql) 32 | * [Deep Learning](#deep-learning) 33 | * [DevOps](#devops) 34 | * [Ansible](#ansible) 35 | * [Chef](#chef) 36 | * [Jenkins](#jenkins) 37 | * [Digital Electronics](#digital-electronics) 38 | * [Docker](#docker) 39 | * [Elastic](#elastic) 40 | * [Flutter](#flutter) 41 | * [Fortran](#fortran) 42 | * [Game Development](#game-development) 43 | * [Git](#git) 44 | * [Go](#go) 45 | * [Haskell](#haskell) 46 | * [HTML and CSS](#html-and-css) 47 | * [Bootstrap](#bootstrap) 48 | * [iOS](#ios) 49 | * [Java](#java) 50 | * [JavaScript](#javascript) 51 | * [AngularJS](#angularjs) 52 | * [D3.js](#d3js) 53 | * [Electron](#electron) 54 | * [jQuery](#jquery) 55 | * [Next.js](#nextjs) 56 | * [NodeJS](#nodejs) 57 | * [React](#react) 58 | * [React Native](#react-native) 59 | * [Redux](#redux) 60 | * [Svelte](#svelte) 61 | * [Three.js](#threejs) 62 | * [Vue.js](#vuejs) 63 | * [Webpack](#webpack) 64 | * [Julia](#julia) 65 | * [Kotlin](#kotlin) 66 | * [Kubernetes](#kubernetes) 67 | * [Linux](#linux) 68 | * [Lua](#lua) 69 | * [Machine Learning](#machine-learning) 70 | * [Markdown](#markdown) 71 | * [Matlab](#matlab) 72 | * [Simulink](#simulink) 73 | * [Misc](#misc) 74 | * [.NET](#net) 75 | * [Networking](#networking) 76 | * [Objective-C](#objective-c) 77 | * [OCaml](#ocaml) 78 | * [Operating Systems](#operating-systems) 79 | * [Perl](#perl) 80 | * [Pharo](#pharo) 81 | * [PHP](#php) 82 | * [PLC - Programmable logic controllers](#plc---programmable-logic-controllers) 83 | * [Processing](#processing) 84 | * [Python](#python) 85 | * [Django](#django) 86 | * [Flask](#flask) 87 | * [Jupyter](#jupyter) 88 | * [QB64](#qb64) 89 | * [R](#r) 90 | * [Redis](#redis) 91 | * [Robotics](#robotics) 92 | * [Ruby](#ruby) 93 | * [Rust](#rust) 94 | * [Scala](#scala) 95 | * [Security](#security) 96 | * [Software Engineering](#software-engineering) 97 | * [Solidity](#solidity) 98 | * [Spark](#spark) 99 | * [Swift](#swift) 100 | * [Vapor](#vapor) 101 | * [System Design](#system-design) 102 | * [Terraform](#terraform) 103 | * [Theory](#theory) 104 | * [TypeScript](#typescript) 105 | * [Angular](#angular) 106 | * [Deno](#deno) 107 | * [Verilog / VHDL / SystemVerilog](#verilog--vhdl--systemverilog) 108 | * [Web Development](#web-development) 109 | * [Web3](#web3) 110 | * [YAML](#yaml) 111 | 112 | 113 | ### MOOC 114 | Massive Open Online Courses 115 | 116 | * [MOOC org](https://www.mooc.org/) 117 | * [class central](https://www.classcentral.com) 118 | * [Codecademy](https://www.codecademy.com) 119 | * [Coursera](https://www.coursera.org) 120 | * [Datacamp](https://www.datacamp.com) 121 | * [DevDocs](https://devdocs.io) 122 | * [edX](https://www.edx.org) 123 | * [freeCodeCamp](https://www.freecodecamp.org) 124 | * [FutureLearn](https://www.futurelearn.com) 125 | * [IITBombayX (IITBX)](https://www.iitbombayx.in) 126 | * [Khan Academy](https://www.khanacademy.org) 127 | * [LearnWeb3 DAO \| Become a Web3 Developer for Free](https://learnweb3.io) 128 | * [MIT OCW](http://ocw.mit.edu) 129 | * [MOOC.fi](https://www.mooc.fi/en/) 130 | * [NPTEL](https://onlinecourses.nptel.ac.in) 131 | * [openHPI](https://open.hpi.de) 132 | * [openSAP](https://open.sap.com) 133 | * [Platzi](https://courses.platzi.com) 134 | * [Udacity](https://www.udacity.com) 135 | 136 | 137 | ### Algorithms & Data Structures 138 | 139 | * [Advanced Data Structures](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-851-advanced-data-structures-spring-2012/) - Erik Demaine 140 | * [Advanced Data Structures](https://www.youtube.com/playlist?list=PLv9sD0fPjvSHqIOLTIvHJWjkdH0IdzmXT) - Uzair Javed Akhtar 141 | * [Algorithms](https://www.youtube.com/playlist?list=PLDN4rrl48XKpZkf03iYFl-O29szjTrs_O) - Abdul Bari 142 | * [Algorithms and Data Structures Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=8hly31xKli0) - Pasan Premaratne, Jay McGavren (freeCodeCamp) 143 | * [Analysis of Algorithms (CSE 373)](https://www3.cs.stonybrook.edu/~skiena/373/videos) - Steven Skiena 144 | * [Berkeley University CS 61B: Data Structures](http://datastructur.es/sp16/) 145 | * [Berkeley's CS 61B: Data Structures](https://archive.org/details/ucberkeley_webcast_QMV45tHCYNI) 146 | * [Binary Trees - by LoveBabbar](https://youtube.com/playlist?list=PLDzeHZWIZsTo87y1ytEAqp7wYlEP3nner) - CodeHelp - by Babbar 147 | * [C Programming & Data Structures](https://youtube.com/playlist?list=PLBlnK6fEyqRhX6r2uhhlubuF5QextdCSM) - Neso Academy 148 | * [Complete C++ Placement DSA Course](https://www.youtube.com/playlist?list=PLDzeHZWIZsTryvtXdMr6rPh4IDexB5NIA) - CodeHelp - by Babbar 149 | * [Computer Sc - Programming and Data Structure](https://www.youtube.com/playlist?list=PLD9781AC5EBC9FA16) - P.P. Chakraborty 150 | * [Data Structure and Algorithm](https://www.youtube.com/playlist?list=PLLvKknWU7N4y_eGpQdg1Y-hORO7cxtoLU) - Lalit Vashistha 151 | * [Data Structures](https://www.youtube.com/playlist?list=PL2_aWCzGMAwI3W_JlcBbtYTwiQSsOTa6P) - mycodeschool 152 | * [Data Structures](https://stepik.org/course/579/syllabus) - Niema Moshiri, Liz Izhikevich (Stepik) 153 | * [Data Structures](https://youtube.com/playlist?list=PLBlnK6fEyqRj9lld8sWIUNwlKfdUoPd1Y) - Neso Academy (YouTube) 154 | * [Data Structures \| Python](https://www.youtube.com/playlist?list=PLzgPDYo_3xukPJdH6hVQ6Iic7KiJuoA-l) - Amulya's Academy 155 | * [Data Structures and Algorithms](https://youtube.com/playlist?list=PLBZBJbE_rGRV8D7XZ08LK6z-4zPoWzu5H) - CS Dojo 156 | * [Data Structures and Algorithms](https://www.youtube.com/playlist?list=PLdo5W4Nhv31bbKJzrsKfMpo_grxuLl8LU) - Jenny's lectures CS/IT NET&JRF 157 | * [Data Structures and Algorithms](https://techdevguide.withgoogle.com/paths/data-structures-and-algorithms/?no-filter=true) - Tech Dev Guide by Google 158 | * [Data Structures And Algorithms DSA In JAVA Full Course](https://www.youtube.com/playlist?list=PLrk5tgtnMN6StFV60jlQ9W-RXyHppbp8G) - Coding Ninjas 159 | * [Data Structures and Algorithms for Beginners](https://www.youtube.com/watch?v=BBpAmxU_NQo) - Mosh Hamedani (Programming with Mosh) 160 | * [Data Structures and Algorithms Full Course](https://www.youtube.com/watch?v=LcKqYoX8uH4) - Simplilearn (YouTube, Video length 7:13:56) 161 | * [Data Structures and Algorithms in Java Full Course](https://youtube.com/playlist?list=PL6Zs6LgrJj3tDXv8a_elC6eT_4R5gfX4d) - Dinesh Varyani (YouTube playlist) 162 | * [Data Structures and Algorithms in Python Full Course for Beginners](https://www.youtube.com/watch?v=pkYVOmU3MgA) - Aakash N S (freeCodeCamp) 163 | * [Data Structures and Algorithms Specialization](https://www.coursera.org/specializations/data-structures-algorithms) - UC San Diego, HSE University 164 | * [Data Structures Easy to Advanced Course - Full Tutorial from a Google Engineer](https://www.youtube.com/watch?v=RBSGKlAvoiM) - William Fiset (freeCodeCamp) 165 | * [Data Structures in C++ - For Beginners](https://www.udemy.com/course/data-structures-for-beginners-c-plusplus) - Pedro Mercado (Udemy) 166 | * [Dynamic Programming](https://www.youtube.com/playlist?list=PLMCXHnjXnTnto1pZVvH7rbZ9W5neZ7Yhc) - Gaurav Sen 167 | * [Dynamic Programming](https://www.youtube.com/playlist?list=PLDV1Zeh2NRsAsbafOroUBnNV8fhZa7P4u) - WilliamFiset 168 | * [Graph Series by Striver \| C++ \| Java \| Interview Centric \| Algorithms \| Problems](https://www.youtube.com/playlist?list=PLgUwDviBIf0oE3gA41TKO2H5bHpPd7fzn) - take U forward 169 | * [IIT Bombay Foundation of Data Structures (CS213.1x)](https://courses.edx.org/courses/course-v1:IITBombayX+CS213.1x+1T2017/course/) 170 | * [Intro to Data Structures and Algorithms](https://www.udacity.com/course/data-structures-and-algorithms-in-python--ud513) - Brynn Claypoole, Horatio Thomas (Udacity) 171 | * [JavaScript Algorithms and Data Structures](https://www.youtube.com/playlist?list=PLC3y8-rFHvwjPxNAKvZpdnsr41E0fCMMP) - Codevolution 172 | * [Learn DS and Algorithms](https://www.programiz.com/dsa) - Programiz 173 | * [MIT's Design and Analysis of Algorithms (Spring 2012)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2012) - Dana Moshkovitz, Bruce Tidor 174 | * [MIT's Design and Analysis of Algorithms (Spring 2015)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-design-and-analysis-of-algorithms-spring-2015) - Erik Demaine, Srini Devadas, Nancy Lynch 175 | * [MIT's Introduction to Algorithms (Fall 2011)](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-006-introduction-to-algorithms-fall-2011/) 176 | * [MIT's Introduction to Algorithms (SMA 5503) (Fall 2005)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-046j-introduction-to-algorithms-sma-5503-fall-2005) - Charles Leiserson, Erik Demaine 177 | * [Online Java + DSA + Interview preparation course](https://www.youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) - Kunal Kushwaha 178 | * [Princeton University Algorithms, Part 1](https://www.coursera.org/learn/algorithms-part1) 179 | * [Princeton University Algorithms, Part 2](https://www.coursera.org/learn/algorithms-part2) 180 | * [Red Black Tree in Data Structures](https://youtube.com/playlist?list=PLPzfPcir5uPT8KFST1Ba3vN6k9yKE9ZK4) - NG Tutorials 181 | * [Sorting Algorithms](https://www.youtube.com/playlist?list=PL2_aWCzGMAwKedT2KfDMB9YA5DgASZb3U) - mycodeschool 182 | * [Stanford University Algorithms: Design and Analysis, Part 1](https://online.stanford.edu/courses/soe-ycsalgorithms1-algorithms-design-and-analysis-part-1) 183 | * [Stanford University Algorithms: Design and Analysis, Part 2](https://online.stanford.edu/courses/soe-ycs0001-algorithms-design-and-analysis-part-2) 184 | * [Trees by Striver \| C++ \| Java \| Placements \| Binary Trees and Traversals \| Problems](https://www.youtube.com/playlist?list=PLgUwDviBIf0q8Hkd7bK2Bpryj2xVJk8Vk) - take U forward 185 | 186 | 187 | ### Android 188 | 189 | * [Advanced Android App Development](https://www.udacity.com/course/advanced-android-app-development--ud855) (Udacity) 190 | * [Advanced Android with Kotlin](https://www.udacity.com/course/advanced-android-with-kotlin--ud940) (Udacity) 191 | * [Android App Development for Beginners Playlist](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGBsvRxJJOzG4r4k_zLKrnxl) - Bucky Roberts (thenewboston) 192 | * [Android Basics: Data Storage](https://www.udacity.com/course/android-basics-data-storage--ud845) (Udacity) 193 | * [Android Basics: Multiscreen Apps](https://www.udacity.com/course/android-basics-multiscreen-apps--ud839) (Udacity) 194 | * [Android Basics: Networking](https://www.udacity.com/course/android-basics-networking--ud843) (Udacity) 195 | * [Android Basics: User Input](https://www.udacity.com/course/android-basics-user-input--ud836) (Udacity) 196 | * [Android Basics: User Interface](https://www.udacity.com/course/android-basics-user-interface--ud834) (Udacity) 197 | * [Android Developer Fundamentals (Version 2) — Codelab](https://developer.android.com/courses/fundamentals-training/toc-v2) 198 | * [Android Developer Fundamentals (Version 2) — Concepts](https://google-developer-training.github.io/android-developer-fundamentals-course-concepts-v2/index.html) 199 | * [Android Performance](https://www.udacity.com/course/android-performance--ud825) (Udacity) 200 | * [Android with kotlin](https://youtube.com/playlist?list=PLlxmoA0rQ-Lw5k_QCqVl3rsoJOnb_00UV) - Smartherd 201 | * [Build Native Mobile Apps with Flutter](https://www.udacity.com/course/build-native-mobile-apps-with-flutter--ud905) (Udacity) 202 | * [CS194A Android Development](https://www.youtube.com/playlist?list=PL7NYbSE8uaBDcLkbXsQADdvBnVbavonGn) - Rahul Pandey (Stanford) 203 | * [CS50 2019 - Android Track](https://www.youtube.com/playlist?list=PLhQjrBD2T381qULidYDKP55-4u1piASC1) - David J. Malan (Harvard OpenCourseWare) 204 | * [Developing Android Apps](https://www.udacity.com/course/new-android-fundamentals--ud851) (Udacity) 205 | * [Developing Android Apps with Kotlin](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012) (Udacity) 206 | * [Firebase Analytics: Android](https://www.udacity.com/course/firebase-analytics-android--ud354) - Steve Ganem, Todd Kerpelman, Jessica Lin, Daniel Mai (Udacity) 207 | * [Firebase in a Weekend: Android](https://www.udacity.com/course/firebase-in-a-weekend-by-google-android--ud0352) (Udacity) 208 | * [Gradle for Android and Java](https://www.udacity.com/course/gradle-for-android-and-java--ud867) (Udacity) 209 | * [Jetpack Compose](https://www.youtube.com/playlist?list=PLQkwcJG4YTCSpJ2NLhDTHhi6XBNfk9WiC) - Philipp Lackner 210 | * [Kotlin Bootcamp for Programmers](https://www.udacity.com/course/kotlin-bootcamp-for-programmers--ud9011) (Udacity) 211 | * [Learn Android Application Development for Beginners](https://www.udemy.com/course/learn-android-application-development-y/) - Johan Jurrius, ProgramMe Programming (Udemy) 212 | * [Learn Android in 9 Hours](https://www.youtube.com/watch?v=aS__9RbCyHg) (Edureka) 213 | * [Learn how to program: Android](https://www.learnhowtoprogram.com/android) - Epicodus Inc. 214 | * [Material design](https://material.io/guidelines/) 215 | * [Material Design for Android Developers](https://www.udacity.com/course/material-design-for-android-developers--ud862) (Udacity) 216 | * [Pokédex App with Jetpack Compose](https://www.youtube.com/playlist?list=PLQkwcJG4YTCTimTCpEL5FZgaWdIZQuB7m) - Phillipp Lackner 217 | * [Programming Cloud Services for Android Handheld Systems](https://www.coursera.org/course/mobilecloudprogram) 218 | * [Programming Mobile Applications for Android Handheld Systems pt. 1](https://www.coursera.org/course/android) 219 | * [Programming Mobile Applications for Android Handheld Systems pt. 2](https://www.coursera.org/course/androidpart2) 220 | * [Programming Mobile Services for Android Handheld Systems: Communication](https://www.coursera.org/course/posacommunication) 221 | * [Programming Mobile Services for Android Handheld Systems: Concurrency](https://www.coursera.org/course/posaconcurrency) 222 | 223 | 224 | ### APL 225 | 226 | * [APL Course](https://course.dyalog.com) - Dyalog 227 | * [APL Cultivation](https://aplwiki.com/wiki/APL_Cultivation) - Adám Brudzewsky 228 | * [Dyalog APL Tutor](https://tutorial.dyalog.com) - Dyalog 229 | * [Learn APL with Neural Networks](https://www.youtube.com/playlist?list=PLgTqamKi1MS3p-O0QAgjv5vt4NY5OgpiM) - Rodrigo Girão Serrão 230 | 231 | 232 | ### Artificial Intelligence 233 | 234 | * [AI Courses](https://software.intel.com/content/www/us/en/develop/topics/ai/training/courses.html) - Intel Corporation 235 | * [AI Fundamentals](https://www.udacity.com/course/ai-fundamentals--ud099) - Microsoft Azure (Udacity) 236 | * [Aml-2018 Ambient Intelligence](https://www.youtube.com/playlist?list=PLqRTLlwsxDL8fUcY2Y54sITILyJcTySpC) - Fulvio Corno, Luigi De Russis, Alberto Monge Roffarello @ Politecnico di Torino 237 | * [Artificial Intelligence on Google Cloud Platform](https://www.youtube.com/playlist?list=PL3N9eeOlCrP6Nhv4UFp67IsQ_TVDpXqXK) - Srivatsan Srinivasan @ AIEngineering (YouTube) 238 | * [Artificial Intelligence Search Methods For Problem Solving](https://youtube.com/playlist?list=PLbMVogVj5nJSFZoiF6RDqyz_m6Srjx_MY) - nptelhrd 239 | * [CS50’s Introduction to Artificial Intelligence with Python](https://cs50.harvard.edu/ai/) - Brian Yu, David J. Malan (Harvard OpenCourseWare and edX) 240 | * [Elements of AI](https://www.elementsofai.com) - University of Helsinki, Reaktor 241 | * [IBM AI Engineering Professional Certificate](https://www.coursera.org/professional-certificates/ai-engineer) - Romeo Kienzler, Saeed Aghabozorgi, Joseph Santarcangelo, Alex Aklson et al. (Coursera) 242 | * [Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning](https://www.coursera.org/learn/introduction-tensorflow) - DeepLearning.ai (Coursera) 243 | * [MIT Deep Learning and Artificial Intelligence Lectures](https://deeplearning.mit.edu) - Lex Fridman, et al. 244 | * [MIT's Artificial Intelligence](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/) - Prof. Patrick Henry Winston (MIT OpenCourseWare) 245 | 246 | 247 | ### Assembly 248 | 249 | * [Binary Exploitation / Memory Corruption by LiveOverflow](https://www.youtube.com/playlist?list=PLhixgUqwRTjxglIswKp9mpkfPNfHkzyeN) - LiveOverflow (YouTube) 250 | * [C Programming and Assembly Language](https://nptel.ac.in/courses/106/106/106106210/) - Prof. Janakiraman Viraraghavan, IIT Madras (NPTEL) 251 | * [Introduction to Assembly Programming with ARM](https://www.udemy.com/course/introduction-to-assembly-programming-with-arm/) - Scott Cosentino (Udemy) 252 | * [Introduction To Reverse Engineering Software](http://opensecuritytraining.info/IntroductionToReverseEngineering.html) - Matt Briggs (OpenSecurityTraining) 253 | * [Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration](http://opensecuritytraining.info/IntroX86.html) - Xeno Kovah (OpenSecurityTraining) 254 | 255 | 256 | ### AutoIt 257 | 258 | * [AutoIt Scripting Tutorial](https://www.youtube.com/playlist?list=PL4Jcq5zn02jKpjX0nqI1_fS7mEEb5tw6z) - TutsTeach (YouTube) 259 | * [AutoIt Tutorials](https://www.youtube.com/playlist?list=PL1DCD109B801D0DE6) - 403forbidden403 (YouTube) 260 | 261 | 262 | ### Bash / Shell 263 | 264 | * [Bash Basics for Cloud Computing](https://www.udemy.com/course/bash-basics-for-cloud-computing/) - Kumulus Technologies (Udemy) 265 | * [Bash Scripting Full Course 3 Hours](https://www.youtube.com/watch?v=e7BufAVwDiM) - Linuxhint 266 | * [Bash Scripting Tutorial](https://ryanstutorials.net/bash-scripting-tutorial/) - Ryans Tutorial 267 | * [Bento Shell Track](https://bento.io/topic/shell) - Jon Chan (Bento) 268 | * [How to CMake Good](https://www.youtube.com/playlist?list=PLK6MXr8gasrGmIiSuVQXpfFuE1uPT615s) - vector-of-bool (YouTube) 269 | * [Shell Scripting Tutorial](https://www.youtube.com/playlist?list=PL7B7FA4E693D8E790) - The Bad Tutorials (YouTube) 270 | * [Shell Scripting Tutorial \| Shell Scripting Crash Course \| Linux Certification Training \| Edureka](https://www.youtube.com/watch?v=GtovwKDemnI) - edureka! 271 | * [Shell Scripting Tutorial for Beginners](https://www.youtube.com/playlist?list=PLS1QulWo1RIYmaxcEqw5JhK3b-6rgdWO_) - ProgrammingKnowledge (YouTube) 272 | 273 | 274 | ### Blockchain 275 | 276 | * [Blockchain Developer Tutorials](https://www.youtube.com/playlist?list=PLS5SEs8ZftgUTXs0OJD2LFpYBPr4L54id) - Gregory McCubbin (Dapp University) 277 | * [Blockchain Essentials](https://cognitiveclass.ai/courses/blockchain-course) - CognitiveClass.ai 278 | * [Blockchain: Foundations and Use Cases](https://www.coursera.org/learn/blockchain-foundations-and-use-cases) - ConsenSys Academy (Coursera) 279 | * [Blockchain Specialization](https://www.coursera.org/specializations/blockchain) - Bina Ramamurthy (Coursera) 280 | * [Blockchain Tutorial for beginners](https://www.youtube.com/playlist?list=PLxbAS7NVaSZKKxoVuQxKK2k0c8S4t_m8O) - BlockTrain 281 | * [Build 5 Dapps on the Ethereum Blockchain - Beginner Tutorial](https://www.youtube.com/watch?v=8wMKq7HvbKw) - Julien Klepatch, EatTheBlocks (freeCodeCamp.org) 282 | * [Build an IoT Blockchain Network for a Supply Chain](https://cognitiveclass.ai/courses/blockchain-iot-node-red-food-network) - CognitiveClass.ai 283 | * [Build and Deploy Your First Decentralized App with Etherem](https://www.udemy.com/course/your-first-decentralized-app/) - Gary Simon (Udemy) 284 | * [CryptoZombies.io](https://cryptozombies.io) - CleverFlare, Loom Network 285 | * [Solidity, Blockchain, and Smart Contract Course – Beginner to Expert Python Tutorial](https://www.youtube.com/watch?v=M576WGiDBdQ) - Patrick Collins (freeCodeCamp.org) 286 | 287 | 288 | ### C 289 | 290 | * [C Language Tutorial for Beginners (With Notes)](https://www.youtube.com/watch?v=_MF8L7ZxwRE) - ProgrammingWithHarry (YouTube) 291 | * [C Programming](https://www.youtube.com/playlist?list=PLBlnK6fEyqRggZZgYpPMUxdY1CYkZtARR) - Sujeet Singh (Neso Academy) 292 | * [C Programming & Data Structures](https://www.youtube.com/playlist?list=PLBlnK6fEyqRhX6r2uhhlubuF5QextdCSM) - Sujeet Singh (Neso Academy) 293 | * [C Programming 2021: Master The Basics!](https://www.udemy.com/course/c-programming-2019-master-the-basics/) - Ali Badran (Udemy) 294 | * [C Programming for Beginners](https://www.youtube.com/playlist?list=PL98qAXLA6aftD9ZlnjpLhdQAOFI8xIB6e) - Programiz 295 | * [C Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoGzOXqtKeM71OLpvZbuU0P) 296 | * [C Programming Tutorial for Beginners](https://www.youtube.com/watch?v=KJgsSFOSQv0) - Mike Dane (freeCodeCamp) 297 | * [Learn C Programming](https://www.programiz.com/c-programming) - Programiz (HTML) 298 | * [Programming in C](https://www.youtube.com/playlist?list=PLdo5W4Nhv31a8UcMN9-35ghv8qyFWD9_S) - Jenny's lectures CS/IT NET&JRF 299 | * [The Arduino Platform and C Programming](https://www.coursera.org/learn/arduino-platform) 300 | 301 | 302 | ### C\# 303 | 304 | * [Building a microservice architecture with ASP.NET Core - Gill Cleeren - NDC London 2022](https://www.youtube.com/watch?v=SR53SKIUYPA) - Gill Cleeren 305 | * [C# 101](https://channel9.msdn.com/Series/CSharp-101) - Scott Hanselman, Kendra Havens (Microsoft) 306 | * [C# Programming All-in-One Tutorial Series (6 HOURS!)](https://www.youtube.com/watch?v=qOruiBrXlAw) - Caleb Curry (YouTube) 307 | * [C# Programming Language (Console Applications)](https://youtube.com/playlist?list=PLX07l0qxoHFLZftsVKyj3k9kfMca2uaPR) - Learning Never Ends (YouTube) 308 | * [C# Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=GhQdlIFylQ8) - Mike Dane (freeCodeCamp) 309 | * [C# Tutorial For Beginners - Learn C# Basics in 1 Hour](https://www.youtube.com/watch?v=gfkTfcpWqAY) - Moshfegh Hamedani (Programming with Mosh) 310 | * [Domain-Driven Refactoring - Jimmy Bogard - NDC London 2022](https://www.youtube.com/watch?v=f64tZ90Dntg) - Jimmy Bogard 311 | * [Fundamentals of Programming: Understanding C#](https://www.udemy.com/course/understandingc/) - Jesse Dietrichson (Udemy) 312 | * [Learn C#](https://www.sololearn.com/learning/1080) - *registration required* 313 | * [Learn how to program: C# and .NET](https://www.learnhowtoprogram.com/c-and-net) - Epicodus Inc. 314 | 315 | 316 | ### C++ 317 | 318 | * [C++ For Programmers](https://www.udacity.com/course/c-for-programmers--ud210) - Catherine Gamboa (Udacity) 319 | * [C++ Programming](https://www.youtube.com/playlist?list=PLBlnK6fEyqRh6isJ01MBnbNpV3ZsktSyS) - Neso Academy 320 | * [C++ Programming Course - Beginner to Advanced](https://www.youtube.com/watch?v=8jLOx1hD3_o) - Daniel Gakwaya (freeCodeCamp) 321 | * [C++ Programming Tutorial for Beginners (For Absolute Beginners)](https://www.youtube.com/playlist?list=PLS1QulWo1RIYSyC6w2-rDssprPrEsgtVK) - ProgrammingKnowledge 322 | * [C++ Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWoVZWSN-ze3VVtIfZfXwAGM) - The Bad Tutorials 323 | * [C++ Tutorial for Beginners - Full Course](https://www.youtube.com/watch?v=vLnPwxZdW4Y) - Mike Dane (freeCodeCamp) 324 | * [C++ Tutorial for Beginners - Learn C++ in 1 Hour](https://www.youtube.com/watch?v=ZzaPdXTrSb8) - Programming with Mosh 325 | * [C++ Tutorial for Complete Beginners](https://www.udemy.com/course/free-learn-c-tutorial-beginners/) - John Purcell (Udemy) 326 | * [Google's C++ Course](https://developers.google.com/edu/c++/) 327 | * [Introduction to C++](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-096-introduction-to-c-january-iap-2011/) (MIT's opencourseware) 328 | * [Introduction to C++](https://www.edx.org/course/introduction-to-c-3) - Microsoft (edX) 329 | * [Sololearn C++](https://www.sololearn.com/learning/1051) - *registration required* 330 | 331 | 332 | ### Clojure 333 | 334 | * [Clojure language Tutorial - for Beginners](https://www.youtube.com/watch?v=zFPiPBIkAcQ) 335 | * [Clojure Tutorial](https://www.youtube.com/watch?v=ciGyHkDuPAE) - Derek Banas 336 | * [Functional Programming with Clojure](http://mooc.fi/courses/2014/clojure/) 337 | * [Poetry of Programming - Clojure for Beginners](https://youtube.com/playlist?list=PLI-mrGTUXmHXeKhy6UGdDxIKwM8L4MTbq) - Attila EGRI-NAGY 338 | 339 | 340 | ### Cloud Computing 341 | 342 | * [Cloud Computing and Development](https://uaceit.com/courses/cloud-computing-and-development) - Ashwin Kumar Ramaswamy (UAceIt) (email address *required*) 343 | * [Cloud Computing Full Course In 11 Hours \| Cloud Computing Tutorial For Beginners](https://www.youtube.com/watch?v=2LaAJq1lB1Q) - Edureka! 344 | * [Introduction to Cloud](https://cognitiveclass.ai/courses/introduction-to-cloud) - CognitiveClass.ai 345 | 346 | 347 | #### AWS 348 | 349 | * [AWS Certified Cloud Practitioner Course](https://youtube.com/playlist?list=PLt1SIbA8guuvfvUDVLpJepmbnYpOfYCIB) - Stephane Maarek 350 | * [AWS Tutorial For Beginners](https://youtube.com/playlist?list=PLEiEAq2VkUULlNtIFhEQHo8gacvme35rz) - Simplilearn 351 | * [Cloud Computing Basics with AWS](https://trailhead.salesforce.com/content/learn/modules/aws-cloud) - Trailhead (Salesforce) (email address *required*) 352 | 353 | 354 | #### Azure 355 | 356 | * [Azure Administrator Certification](https://www.youtube.com/watch?v=10PbGbTUSAg) - freeCodeCamp 357 | * [Microsoft Azure Fundamentals](https://youtube.com/playlist?list=PLGjZwEtPN7j-Q59JYso3L4_yoCjj2syrM) - Adam Marczak 358 | * [Microsoft Certified: Azure Fundamentals](https://docs.microsoft.com/en-us/learn/certifications/azure-fundamentals/) - Microsoft 359 | 360 | 361 | #### IBM 362 | 363 | * [Getting started with IBM Cloud](https://cognitiveclass.ai/courses/ibm-cloud-essentials) - Horea Porutiu, Steve Martinelli 364 | * [IBM Cloud Essentials V3](https://cognitiveclass.ai/courses/ibm-cloud-essentials) - CognitiveClass.ai 365 | 366 | 367 | ### Compilers 368 | 369 | * [Compiler Design](https://www.youtube.com/playlist?list=PLLvKknWU7N4zpJWLqk7DXK26JwTB-gFmZ) - Lalit Vashistha 370 | * [Compiler Design](https://youtube.com/playlist?list=PLBlnK6fEyqRjT3oJxFXRgjPNzeS-LFY-q) - Neso Academy 371 | * [Compiler Design](https://www.youtube.com/playlist?list=PLXj4XH7LcRfC9pGMWuM6UWE3V4YZ9TZzM) - Sudhakar Atchala (YouTube) 372 | * [Compilers](https://www.youtube.com/playlist?list=PL6KMWPQP_DM97Hh0PYNgJord-sANFTI3i) - Ghassan Shobaki (YouTube) 373 | * [Stanford's Compilers](https://www.edx.org/course/compilers) - Alex Aiken 374 | 375 | 376 | ### Computer Organization and Architecture 377 | 378 | * [Advanced Computer Architecture](https://www.youtube.com/playlist?list=PL1iLu2CSC9EWZMIh4_V5dGroMAwA84Lmz) - Smruti R. Sarangi 379 | * [Computer Organization & Architecture (COA)](https://www.youtube.com/playlist?list=PLBlnK6fEyqRgLLlzdgiTUKULKJPYc0A4q) - Neso Academy (YouTube) 380 | 381 | 382 | ### Computer Science 383 | 384 | * [Berkeley's CS 61A: Taught using SICP](https://archive.org/details/ucberkeley-webcast-PL3E89002AA9B9879E?tab=collection) 385 | * [Computer Networking - Network Engineering](https://www.youtube.com/watch?v=qiQR5rTSshw) - Brian Ferrill (FreeCodeCamp) 386 | * [CS50's Introduction to Computer Science](https://cs50.harvard.edu/x/) - David J. Malan (Harvard OpenCourseWare and edX) 387 | * [Discrete Mathematics for Computer Science Specialization](https://www.youtube.com/playlist?list=PLtS8Ubq2bIlXO4qEM5BOsBy6xWQNVFu8l) - My Lesson 388 | * [Introduction to Augmented Reality and ARCore](https://www.coursera.org/learn/ar) - Daydream 389 | * [LouvainX Paradigms of Computer Programming – Abstraction and Concurrency](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-2x-1#!) 390 | * [LouvainX Paradigms of Computer Programming – Fundamentals](https://www.edx.org/course/paradigms-computer-programming-louvainx-louv1-1x-1) 391 | * [MIT 6.824 Distributed Systems (Spring 2020)](https://www.youtube.com/playlist?list=PLrw6a1wE39_tb2fErI4-WkMbsvGQk9_UB) 392 | * [MIT's Computer Language Engineering](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-035-computer-language-engineering-sma-5502-fall-2005/lecture-notes/) 393 | * [MIT's Introduction to Computer Science and Programming](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/) - John Guttag (MIT OpenCourseWare) 394 | * [MIT's Introduction to Computer Science and Programming in Python](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/) - Ana Bell, Eric Grimson, John Guttag (MIT OpenCourseWare) 395 | * [MIT's Mathematics for Computer Science](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-042j-mathematics-for-computer-science-fall-2010/video-lectures/) 396 | 397 | 398 | ### Cryptography 399 | 400 | * [Introduction to Cryptography](https://open.ruhr-uni-bochum.de/en/lernangebot/introduction-cryptography) (Christof Paar) 401 | * [Stanford Cryptography I](https://www.coursera.org/course/crypto) - Dan Boneh 402 | * [Stanford Cryptography II](https://www.coursera.org/course/crypto2) - Dan Boneh 403 | 404 | 405 | ### Cuda 406 | 407 | * [Intro to Parallel Programming Using CUDA to Harness the Power of GPUs](https://www.udacity.com/course/intro-to-parallel-programming--cs344) (Udacity) 408 | 409 | 410 | ### Dart 411 | 412 | * [Dart Course for Beginners](https://www.udemy.com/course/dartlang) (Udemy) 413 | * [Dart Programming in 4 hours \| Full beginners tutorial](https://www.youtube.com/watch?v=5xlVP04905w) - Mike Dane (YouTube) 414 | * [Dart Programming Tutorial - Full Course](https://www.youtube.com/watch?v=Ej_Pcr4uC2Q) - Mahmud Ahsan (FreeCodeCamp) 415 | * [Dart Programming Tutorial \| Learn the Dart for Flutter](https://www.udemy.com/course/dart-programming-tutorial-learn-the-dart-for-flutter) (Udemy) 416 | * [Essential Dart](https://www.programming-books.io/essential/dart) - Krzysztof Kowalczyk (HTML) 417 | * [Free Dart Course](https://www.youtube.com/playlist?list=PL6yRaaP0WPkVR2FiAS7TTCT_n2mDhwISE) - Vandad Nahavandipoor (YouTube) 418 | * [Learning Dart](https://riptutorial.com/Download/dart.pdf) - Compiled from StackOverflow Documentation (PDF) 419 | 420 | 421 | ### Data Science 422 | 423 | * [Advanced Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/advanceddataminingwithweka/) 424 | * [An Introduction to Data Science](https://www.udemy.com/course/an-introduction-to-data-science/) 425 | * [Apache Airflow Tutorials](https://www.youtube.com/playlist?list=PLYizQ5FvN6pvIOcOd6dFZu3lQqc6zBGp2) - Tuan Vu (YouTube) 426 | * [Applied Data Science with Python](https://cognitiveclass.ai/learn/data-science-with-python) - CognitiveClass.ai 427 | * [CS250: Python for Data Science](https://learn.saylor.org/course/view.php?id=504) - Saylor Academy 428 | * [Data Analysis and Visualization](https://www.udacity.com/course/data-analysis-and-visualization--ud404) - Georgia Tech (Udacity) 429 | * [Data Analysis with Python: Zero to Pandas](https://jovian.ai/learn/data-analysis-with-python-zero-to-pandas) (Jovian) 430 | * [Data Analysis with R](https://www.udacity.com/course/data-analysis-with-r--ud651) - Facebook (Udacity) 431 | * [Data Build Tool (dbt)](https://www.youtube.com/playlist?list=PLy4OcwImJzBLJzLYxpxaPUmCWp8j1esvT) - Kahan Data Solutions (YouTube) 432 | * [Data Cleaning](https://www.kaggle.com/learn/data-cleaning) - Rachael Tatman (Kaggle) 433 | * [Data Engineering](https://www.youtube.com/playlist?list=PLy4OcwImJzBKg3rmROyI_CBBAYlQISkOO) - Kahan Data Solutions (YouTube) 434 | * [Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/dataminingwithweka/) 435 | * [Data science for beginners](https://microsoft.github.io/Data-Science-For-Beginners) - Microsoft 436 | * [Data Science Fundamentals](https://cognitiveclass.ai/learn/data-science) - CognitiveClass.ai 437 | * [Data Science interview questions](https://www.youtube.com/playlist?list=PLZoTAELRMXVPkl7oRvzyNnyj1HS4wt2K-) - Krish Naik 438 | * [Data Science Methodology](https://cognitiveclass.ai/courses/data-science-methodology-2) - CognitiveClass.ai 439 | * [Data Visualization](https://www.kaggle.com/learn/data-visualization) - Alexis Cook (Kaggle) 440 | * [Datavis 2020](https://www.youtube.com/playlist?list=PL9yYRbwpkykuK6LSMLH3bAaPpXaDUXcLV) - Curran Kelleher 441 | * [Hadoop Tutorial for Beginners](https://www.youtube.com/playlist?list=PLlgLmuG_KgbasW0lpInSAIxYd2vqAEPit) - Great Learning 442 | * [Hive Tutorial](https://www.youtube.com/watch?v=MLDcapDQba4) - Great Learning 443 | * [IBM Data Science Professional Certificate](https://www.coursera.org/professional-certificates/ibm-data-science) (Coursera) 444 | * [Intro to Data Analysis](https://www.udacity.com/course/intro-to-data-analysis--ud170) - Udacity 445 | * [Intro to Data Science](https://www.udacity.com/course/intro-to-data-science--ud359) - Udacity 446 | * [Introduction to Data Science](https://alison.com/course/introduction-to-data-science-revised) - Alison 447 | * [Introduction to Data Science](https://www.simplilearn.com/data-science-free-course-for-beginners-skillup) - SkillUp by Simplilearn 448 | * [Introduction to Data Science in Python](https://www.coursera.org/learn/python-data-analysis) - Christopher Brooks (Coursera) 449 | * [Learn Data Science](https://www.sololearn.com/learning/1093) - *registration required* 450 | * [Learn Data Science Tutorial - Full Course for Beginners](https://www.youtube.com/watch?v=ua-CiDNNj30) - Barton Poulson (FreeCodeCamp.org) 451 | * [MIT's Introduction to Computational Thinking and Data Science](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/) - Eric Grimson, John Guttag, Ana Bell (MIT OpenCourseWare) 452 | * [More Data Mining with Weka MOOC](https://www.cs.waikato.ac.nz/ml/weka/mooc/moredataminingwithweka/) 453 | * [NICO 101 - Introduction to Programming for Big Data](https://github.com/amarallab/Amaral_Lab_Intro_to_Data_Science) - Luis Amaral, Helio Tejedor, Luiz Alves 454 | * [The Analytics Edge](https://www.edx.org/course/analytics-edge-mitx-15-071x-3) 455 | 456 | 457 | ### Databases 458 | 459 | * [CMU Intro to Database Systems](https://youtube.com/playlist?list=PLSE8ODhjZXjaKScG3l0nuOiDTTqpfnWFf) - CMU Database Group 460 | * [Database Systems](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-830-database-systems-fall-2010/) (MIT's opencourseware) 461 | * [Database Systems - Cornell University Course (SQL, NoSQL, Large-Scale Data Analysis)](https://www.youtube.com/watch?v=4cWkVbC2bNE) - Professor Immanuel Trummer, freeCodeCamp.org (YouTube) 462 | * [DBMS Placement Series](https://youtube.com/playlist?list=PLDzeHZWIZsTpukecmA2p5rhHM14bl2dHU) - CodeHelp by Babbar 463 | * [DML Server Administration](https://alison.com/course/databases-dml-statements-and-sql-server-administration-revised) (Alison) 464 | * [Introduction to Databases](https://lagunita.stanford.edu/courses/Engineering/db/2014_1/about) (Stanford University) 465 | * [Learn SQL Basic for Data Science Specialisation](https://www.coursera.org/specializations/learn-sql-basics-data-science#about) (Coursera) 466 | 467 | 468 | #### NoSQL 469 | 470 | * [Datastax Academy (Apache Cassandra)](https://www.datastax.com/dev/academy) - Datastax Inc. *(email address required)* 471 | * [MongoDB University](https://university.mongodb.com) - MongoDB, Inc. (email address *required*) 472 | * [Neo4j (Graph Database) Crash Course](https://www.youtube.com/watch?v=8jNPelugC2s) - Laith Academy (YouTube) 473 | * [Neo4j Graph Database Tutorial](https://www.youtube.com/playlist?list=PLqfPEK2RTgChcOZ6qHgSfwiBPCz2Bzdjh) - Satish C J (YouTube) 474 | * [Redis University](https://university.redis.com) - Redis Inc. *(email address required)* 475 | 476 | 477 | #### SQL 478 | 479 | * [Getting Started with SQL for Application Developers](https://university.cockroachlabs.com/courses/course-v1:crl+getting-started-with-sql-for-app-devs+self-paced/about) - Wade Waldron (Cockroach Labs Inc.) *(email address required)* 480 | * [Introduction to Database Queries](https://www.edx.org/course/introduction-to-database-queries) - Aspen Olmsted (edX New York University) 481 | * [Introduction to Databases and SQL Querying](https://www.udemy.com/course/introduction-to-databases-and-sql-querying/) - Rakesh Gopalakrishnan (Udemy) 482 | * [Introduction to Distributed SQL and CockroachDB](https://university.cockroachlabs.com/courses/course-v1:crl+intro-to-distributed-sql-and-cockroachdb+self-paced/about) - Lauren Hirata Singh and Will Cross (Cockroach Labs Inc.) *(email address required)* 483 | * [Learn SQL](https://popsql.com/learn-sql) - PopSQL 484 | * [Learn SQL](https://www.sololearn.com/learning/1060) - *registration required* 485 | * [Learn SQL: SQL Tutorial for Beginners](https://www.programiz.com/sql) - Programiz 486 | * [MySQL Tutorial for Beginners [Full Course]](https://www.youtube.com/watch?v=7S_tz1z_5bA) - Moshfegh Hamedani (Programming with Mosh) 487 | * [SQL Foundations](https://www.udemy.com/course/sql-essentials-for-beginners/) - Sagar Uppuluri (Udemy) 488 | * [SQL Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWr_6xTfF2FrIw-NAOo3iWMy) 489 | * [SQL Tutorial - Full Database Course for Beginners](https://www.youtube.com/watch?v=HXV3zeQKqGY) - Mike Dane (freeCodeCamp) 490 | 491 | 492 | ### Deep Learning 493 | 494 | * [Advanced NLP using spaCy](https://course.spacy.io) - Ines Montani 495 | * [Complete Deep Learning](https://www.youtube.com/playlist?list=PLZoTAELRMXVPGU70ZGsckrMdr0FteeRUi) - Krish Naik 496 | * [Convolutional Neural Networks for Visual Recognition](http://cs231n.github.io) 497 | * [Deep Learning for Natural Language Processing](http://cs224d.stanford.edu) 498 | * [Deep Learning Specialization](https://www.coursera.org/specializations/deep-learning) (coursera) 499 | * [Deep Learning with PyTorch](https://www.youtube.com/playlist?list=PLWKjhJtqVAbm3T2Eq1_KgloC7ogdXxdRa) - Aakash N. S., freeCodeCamp.org (YouTube) 500 | * [Deep Learning with Pytorch: Zero tp GANs](https://jovian.ai/learn/deep-learning-with-pytorch-zero-to-gans) (Jovian) 501 | * [Deep Learning With Tensorflow 2.0 and Keras](https://youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO) - codebasics 502 | * [Deep Multi-Task and Meta Learning](https://cs330.stanford.edu) - Chelsea Finn (Stanford University) 503 | * [Deep Reinforcement Learning](http://rail.eecs.berkeley.edu/deeprlcourse/) - Sergey Levine 504 | * [Exploring Fairness in Machine Learning for International Development](https://ocw.mit.edu/resources/res-ec-001-exploring-fairness-in-machine-learning-for-international-development-spring-2020) - Dr. Richard Fletcher, Prof. Daniel Frey, Dr. Mike Teodorescu, Amit Gandhi, Audace Nakeshimana (MIT OpenCourseWare) 505 | * [Full Stack Computer Vision Tutorial with Tensorflow, Python, Tensorflow.JS with React.JS](https://www.youtube.com/playlist?list=PLgNJO2hghbmhUeJuv7PyVYgzhlgt2TcSr) - Nicholas Renotte 506 | * [Intro to Deep Learning](https://www.kaggle.com/learn/intro-to-deep-learning) - Ryan Holbrook 507 | * [Introduction to Reinforcement learning with David Silver](https://www.youtube.com/playlist?list=PLqYmG7hTraZBiG_XpjnPrSNw-1XQaM_gB) - David Silver 508 | * [MIT 6.S094: Deep Learning for Self-Driving Cars](https://selfdrivingcars.mit.edu) 509 | * [MIT 6.S191: Introduction to Deep Learning](http://introtodeeplearning.com) - Alexander Amini, Ava Soleimany 510 | * [NYU Deep Learning SP21](https://youtube.com/playlist?list=PLLHTzKZzVU9e6xUfG10TkTWApKSZCzuBI) Alfredo Canziani 511 | * [Practical Deep Learning For Coders taught](http://www.fast.ai) - Jeremy Howard 512 | * [Practical Deep Learning for Coders, v3 (using fastai library)](https://course.fast.ai) 513 | * [Self-Paced Courses for Deep Learning](https://developer.nvidia.com/deep-learning-courses) 514 | * [Unsupervised Feature Learning and Deep Learning](http://deeplearning.stanford.edu/tutorial) 515 | * [What is Deep Learning](https://www.udacity.com/course/deep-learning--ud730) (Udacity) 516 | 517 | 518 | ### DevOps 519 | 520 | * [AWS DevOps Engineer Learning Plan](https://explore.skillbuilder.aws/learn/public/learning_plan/view/85/devops-engineering-learning-plan?la=sec&sec=lp) - AWS 521 | * [DevOps Bootcamp](https://www.youtube.com/playlist?list=PL9gnSGHSqcnoqBXdMwUTRod4Gi3eac2Ak) - Kunal Kushwaha 522 | * [DevOps Full Course ](https://www.youtube.com/watch?v=lpk7VpGqkKw) - Simplilearn 523 | * [DevOps Tutorial for Beginners](https://www.youtube.com/playlist?list=PLVHgQku8Z934suC9LSE6vaAKjOH_MfRbE) - Intellipaat 524 | * [Intro to DevOps](https://www.udacity.com/course/intro-to-devops--ud611) - Karl Krueger, Dwayne Lessner, Gundega Dekena (Udacity) 525 | 526 | 527 | #### Ansible 528 | 529 | * [Ansible + GCP](https://www.udemy.com/course/ansible-gcp) - Rohit Abraham (Udemy) 530 | * [Ansible Basics: An Automation Technical Overview](https://www.udemy.com/course/ansible-basics-an-automation-technical-overview) - Red Hat, Inc. (Udemy) 531 | * [Ansible for the Absolute Beginner - DevOps](https://www.udemy.com/course/ansible-for-the-absolute-beginner-devops) - Vijay Patel (Udemy) 532 | * [AWS Provisioning using Ansible with real-time examples](https://www.udemy.com/course/aws-provisioning-using-ansible-with-real-time-examples) - Narendra P (Udemy) 533 | * [DevOps: Beginner's Guide To Automation With Ansible](https://www.udemy.com/course/devops-beginners-guide-to-automation-with-ansible) - TetraNoodle Team, Manuj Aggarwal (Udemy) 534 | * [Red Hat Ansible Automation for SAP (RH045)](https://www.udemy.com/course/red-hat-ansible-automation-for-sap) - Red Hat, Inc. (Udemy) 535 | * [Use Ansible with Amazon Web Services](https://www.udemy.com/course/ansible-aws) - Rohit Abraham (Udemy) 536 | 537 | 538 | #### Chef 539 | 540 | * [CHEF Tutorial](https://www.youtube.com/playlist?list=PLsgnv1SN76ILtD3TnVtXpX1hmwjyY9OuT) - Online Tutorials 541 | * [Learning Chef](https://www.youtube.com/playlist?list=PLKK5zTDXqzFM53J6-rikDrqbbY0Pu-9SP) - Nathen Harvey 542 | 543 | 544 | #### Jenkins 545 | 546 | * [FREE Advanced Jenkins in K8s (Docker in Docker)](https://www.udemy.com/course/free-advanced-jenkins-in-k8s-docker-in-docker) - CS Career Kaizen (Udemy) 547 | * [Jenkins](https://youtube.com/playlist?list=PLhW3qG5bs-L_ZCOA4zNPSoGbnVQ-rp_dG) - Automation Step by Step 548 | * [Jenkins for Beginners](https://www.udemy.com/course/jenkins-for-beginners-n) - Musab Zayadneh (Udemy) 549 | * [Jenkins Tutorial](https://www.mygreatlearning.com/academy/learn-for-free/courses/jenkins-tutorial) (Great Learning) 550 | * [Jenkins Tutorial Step by Step](https://www.youtube.com/playlist?list=PL8VbCbavWfeGt_Hyq0h9Pymi9DTGowd5X) - The Testing Academy 551 | * [Jenkins Tutorial Video [2022 updated]](https://www.youtube.com/playlist?list=PLEiEAq2VkUUKGrfcoNYRgqam5YBERN8xa) - Simplilearn 552 | 553 | 554 | ### Digital Electronics 555 | 556 | * [Digital Electronics](https://www.youtube.com/playlist?list=PLBlnK6fEyqRjMH3mWf6kwqiTbT798eAOm) - Neso Academy 557 | * [Digital Electronics for GATE](https://www.youtube.com/playlist?list=PLWPirh4EWFpHk70zwYoHu87uVsCC8E2S-) - Tutorials Point India Ltd. 558 | 559 | 560 | ### Docker 561 | 562 | * [Deploying Containerized Applications Technical Overview](https://www.udemy.com/course/deploying-containerized-applications-technical-overview) - Red Hat 563 | * [Docker](https://www.youtube.com/playlist?list=PLhW3qG5bs-L99pQsZ74f-LC-tOEsBp2rK) - Raghav Pal 564 | * [Docker Essentials](https://cognitiveclass.ai/courses/docker-essentials) - CognitiveClass.ai 565 | * [Docker Tutorial for Beginners](https://www.youtube.com/watch?v=pTFZFxd4hOI) - Programming with Mosh! 566 | * [Docker Tutorial for Beginners](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGBkvpSIgwchk0glHLz7CQ-7) - Thenewboston 567 | * [Docker Tutorial for Beginners](https://www.youtube.com/watch?v=fqMOX6JJhGo) - Mumshad Mannambeth (freeCodeCamp) 568 | * [Docker Tutorial for Beginners - What is Docker? Introduction to Containers](https://www.youtube.com/watch?v=17Bl31rlnRM) - Kunal Kushwaha 569 | * [Docker Tutorial for Beginners \[FULL COURSE in 3 Hours\]](https://www.youtube.com/watch?v=3c-iBn73dDE) - TechWorld with Nana 570 | * [Docker Tutorial for Beginners \| Full Course \[2021\]](https://www.youtube.com/watch?v=p28piYY_wv8) - Amigoscode 571 | * [Docker Tutorial Videos \| DevOps Tool](https://www.youtube.com/playlist?list=PL9ooVrP1hQOHUKuqGuiWLQoJ-LD25KxI5) - edureka! 572 | * [IIEC RISE 1.0 Docker](https://www.youtube.com/playlist?list=PLAi9X1uG6jZ30QGz7FZ55A27jPeY8EwkE) 573 | 574 | 575 | ### Elastic 576 | 577 | * [App Search Fundamentals](https://www.elastic.co/training/app-search-fundamentals) - Elastic 578 | * [App Search Web Crawler Fundamentals](https://www.elastic.co/training/app-search-web-crawler-fundamentals) - Elastic 579 | * [ECE Fundamentals](https://www.elastic.co/training/ece-fundamentals) - Elastic 580 | * [Elastic Security Fundamentals: SIEM]([https://www.elastic.co/training/kibana-for-splunk-spl-users](https://www.elastic.co/training/elastic-security-fundamentals-siem)) - Elastic 581 | * [Kibana for Splunk SPL Users](https://www.elastic.co/training/kibana-for-splunk-spl-users) - Elastic 582 | * [Kibana Fundamentals](https://www.elastic.co/training/kibana-fundamentals) - Elastic 583 | * [Observability Fundamentals](https://www.elastic.co/training/observability-fundamentals) - Elastic 584 | * [Workplace Search Fundamentals](https://www.elastic.co/training/workplace-search-fundamentals) - Elastic 585 | 586 | 587 | ### Flutter 588 | 589 | * [Flutter & Firebase App Build](https://www.youtube.com/playlist?list=PL4cUxeGkcC9j--TKIdkb3ISfRbJeJYQwC) - The Net Ninja 590 | * [Flutter Course for Beginners - 37 hour](https://www.youtube.com/watch?v=VPvVD8t02U8) - freeCodeCamp.org 591 | * [Flutter Crash Course](https://fluttercrashcourse.com/courses/basics/lessons/materialapp-scaffold-appbar-text) - Nick Manning *(account required)* 592 | * [Flutter State Management Course](https://www.youtube.com/playlist?list=PL6yRaaP0WPkUf-ff1OX99DVSL1cynLHxO) - Vandad Nahavandipoor (YouTube) 593 | * [Flutter Tutorial](https://www.udacity.com/course/build-native-mobile-apps-with-flutter--ud905) - Matt Sullivan, James Williams, Mary Xia (Udacity) 594 | * [Flutter Tutorial for Beginners](https://www.udemy.com/course/learn-flutter-beginners-course) - Mayuresh Wankhede (Udemy) 595 | * [Flutter Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jLYyp2Aoh6hcWuxFDX6PBJ) - The Net Ninja 596 | * [Flutter Tutorial for Beginners](https://www.solutelabs.com/blog/flutter-tutorial-for-beginners-step-by-step-guide) - Solute Labs 597 | * [Free Flutter Animations Course](https://youtube.com/playlist?list=PL4cUxeGkcC9gP1qg8yj-Jokef29VRCLt1) - The Net Ninja 598 | * [Free Flutter Course](https://www.youtube.com/playlist?list=PL6yRaaP0WPkVtoeNIGqILtRAgd3h2CNpT) - Vandad Nahavandipoor (YouTube) 599 | 600 | 601 | ### Fortran 602 | 603 | * [Fortran Tutorial](https://www.youtube.com/watch?v=__2UgFNYgf8) - Derek Banas (YouTube) 604 | 605 | 606 | ### Game Development 607 | 608 | * [[Beginner] Make an RPG](https://www.youtube.com/playlist?list=PL9FzW-m48fn2ug_FSNnfozQs3qYlBNyTd) - HeartBeast 609 | * [2D Hack-n-Slash Course (Complete Course) - GameMaker Studio 2](https://www.youtube.com/playlist?list=PL9FzW-m48fn0mblTG_KFDg81AMXDPKBE5) - HeartBeast 610 | * [CS50 2019 - Games Track](https://www.youtube.com/playlist?list=PLhQjrBD2T382mHvZB-hSYWvoLzYQzT_Pb) - David J. Malan (Harvard OpenCourseWare) 611 | * [CS50's Introduction to Game Development](https://cs50.harvard.edu/games/) - Colton Ogden (Harvard OpenCourseWare and edX) 612 | * [CS50's Introduction to Game Development 2018](https://www.youtube.com/playlist?list=PLhQjrBD2T383Vx9-4vJYFsJbvZ_D17Qzh) - David J. Malan 613 | * [Game Design and Development 1: 2D Shooter (Unity)](https://coursera.org/share/20c8b45e02110782aff633467f979c81) - Brian Winn (Coursera) 614 | * [GameMaker Studio 2](https://www.youtube.com/playlist?list=PL9FzW-m48fn1CFiBHB1liGKIyVO9j3A-I) - HeartBeast 615 | * [GameMaker Studio 2 - Action RPG Tutorial](https://www.youtube.com/playlist?list=PLPRT_JORnIuosvhfax2TQTEmN7OYTcSvK) - Shaun Spalding 616 | * [Getting started with the Godot game engine in 2021](https://www.youtube.com/playlist?list=PLhqJJNjsQ7KEcm-iYJ2a8UCRN62bTneKa) - GDQuest 617 | * [Godot 3 2D Platform Game](https://www.youtube.com/playlist?list=PL9FzW-m48fn2jlBu_0DRh7PvAt-GULEmd) - HeartBeast 618 | * [Godot 3 Tutorial Series - Create a Simple 3D Game](https://www.youtube.com/playlist?list=PLda3VoSoc_TSBBOBYwcmlamF1UrjVtccZ) - BornCG 619 | * [Godot Action RPG Series](https://www.youtube.com/playlist?list=PL9FzW-m48fn2SlrW0KoLT4n5egNdX-W9a) - HeartBeast 620 | * [Godot Space Sidescroller Tutorial Series](https://www.youtube.com/playlist?list=PL6bQeQE-ybqAzXZlZCiRKCtu6RbkXLgmh) - PlugWorld 621 | * [Godot Wave Shooter Tutorials](https://www.youtube.com/playlist?list=PL6bQeQE-ybqAYoaWz_ZEE2X4wX6PhwCWR) - PlugWorld 622 | * [Low Poly Art For Video Games](https://www.coursera.org/learn/low-poly-art-video-games) - Andrew Dennis, Ricardo Guimaraes (Coursera) 623 | * [Make a Platform Shooter - GameMaker Studio 2](https://www.youtube.com/playlist?list=PL9FzW-m48fn3Ya8QUTsqU-SU6-UGEqhx6) - HeartBeast 624 | * [Multiplayer Shooter Tutorials - Godot](https://www.youtube.com/playlist?list=PL6bQeQE-ybqDmGuN7Nz4ZbTAqyCMyEHQa) - PlugWorld 625 | * [Platform Game Development w/ Construct 2](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAp287UuTE0-K7Ty-b8rGAX) - thenewboston 626 | * [Pygame (Python Game Development)](https://www.youtube.com/playlist?list=PL6gx4Cwl9DGAjkwJocj7vlc_mFU-4wXJq) - thenewboston 627 | * [Run Bunny, Run! Creating a 2D game in Unity](https://www.youtube.com/playlist?list=PLvUqRm2B9RRBgJipfDmFR7sFhEwBn7aGT) - Rabidgremlin 628 | * [Unity Beginner Fundamentals](https://learn.unity.com/course/unity-beginner-fundamentals) - Pluralsight Company (Unity Learn) 629 | * [Unity Beginner Tutorials](https://www.youtube.com/playlist?list=PLPV2KyIb3jR5QFsefuO2RlAgWEz6EvVi6) (Brackeys) 630 | * [Unity User Manual](https://docs.unity3d.com/Manual/) 631 | 632 | 633 | ### Git 634 | 635 | * [Bento Git Learning Track](https://bento.io/topic/git) (Bento) 636 | * [Bento GitHub Learning Track](https://bento.io/topic/github) (Bento) 637 | * [Complete Git and GitHub Tutorial](https://www.youtube.com/watch?v=apGV9Kg7ics) - Kunal Kushwaha 638 | * [Foundations of Git - Certification Course](https://learn.gitkraken.com/courses/git-foundations) - Axosoft (GitKraken) *(account or email address required)* 639 | * [Git](https://www.youtube.com/playlist?list=PLFBirL3MAv29Vy_L7MmV2QaZLvAadFPHR) - Gwendolyn Faraday 640 | * [Git & GitHub](https://www.youtube.com/playlist?list=PLWKjhJtqVAbkFiqHnNaxpOPhh9tSWMXIF) - Briana Marie, freeCodeCamp.org (YouTube) 641 | * [Git & GitHub](https://www.youtube.com/playlist?list=PLhW3qG5bs-L8OlICbNX9u4MZ3rAt5c5GG) - Raghav Pal, Automation Step by Step 642 | * [Git & GitHub Crash Course](https://www.udemy.com/course/git-and-github-crash-course-creating-a-repository-from-scratch/) - Kalob Taulien (Udemy) 643 | * [Git & GitHub Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9goXbgTDQ0n_4TBzOO0ocPR) (The Net Ninja) 644 | * [Git and GitHub for Poets](https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZF9C0YMKuns9sLDzK6zoiV) 645 | * [GIT for beginners](https://www.eduonix.com/git-for-beginners) - Maksym Rudnyi (Eduonix Learning Solutions) *(account or email address required)* 646 | * [Git for Professionals Tutorial - Tools & Concepts for Mastering Version Control with Git](https://www.youtube.com/watch?v=Uszj_k0DGsg) - Tobias Günther (YouTube) 647 | * [Git How To](https://githowto.com) - Alexander Shvets 648 | * [Git Tutorial - Learn Command-line Git & GitHub](https://www.youtube.com/playlist?list=PLpcSpRrAaOarEpNz71TSfNVd0eQmsZSgN) - LearnWebCode (YouTube) 649 | * [Git Tutorial for Beginners: Learn Git in 1 Hour](https://www.youtube.com/watch?v=8JJ101D3knE) - Moshfegh Hamedani (Programming with Mosh) 650 | * [How to Use Git and GitHub](https://www.udacity.com/course/how-to-use-git-and-github--ud775) (Udacity) 651 | * [Introduction to Git](https://learn.microsoft.com/en-us/training/modules/intro-to-git/) - Microsoft Learn 652 | * [Introduction to Git and GitHub](https://www.coursera.org/learn/introduction-git-github) - Google (Coursera) 653 | * [Learn Git with Bitbucket Cloud](https://www.atlassian.com/git/tutorials/learn-git-with-bitbucket-cloud) - Atlassian 654 | 655 | 656 | ### Go 657 | 658 | * [A Tour Of Go](https://tour.golang.org/welcome/1) 659 | * [DevOps BootCamp](https://github.com/jeffotoni/goworkshopdevops) - Jefferson Otoni Lima, et al. 660 | * [Go / Golang Crash Course](https://www.youtube.com/watch?v=SqrbIlUwR0U) - Traversy Media 661 | * [Go Programming Language Tutorial](https://www.youtube.com/playlist?list=PLS1QulWo1RIaRoN4vQQCYHWDuubEU8Vij) - ProgrammingKnowledge 662 | * [Golang \| Gin HTTP Framework](https://www.youtube.com/playlist?list=PL3eAkoh7fypr8zrkiygiY1e9osoqjoV9w) - Pragmatic Reviews 663 | * [Golang basics](https://www.youtube.com/playlist?list=PLve39GJ2D71xX0Ham0WoPaYfl8oTzZfN6) - Golang dojo 664 | * [Golang in under an hour](https://www.youtube.com/watch?v=N0fIANJkwic) - Eli Goldberg 665 | * [Golang Tutorial - Learn Go Programming Language](https://www.geeksforgeeks.org/golang-tutorial-learn-go-programming-language/) - GeeksforGeeks 666 | * [Golang Tutorial for Beginners \| Full Go Course](https://www.youtube.com/watch?v=yyUHQIec83I) - Nana Janashia (TechWorld with Nana) 667 | * [Gophercises: Free Coding Exercises for Budding Gophers](https://gophercises.com) - Jon Calhoun (email address *required*) 668 | * [Learn Go \| Learn Go Programming](https://golangr.com) - golangr.com 669 | * [Learn Go Programming - Golang Tutorial for Beginners](https://www.youtube.com/watch?v=YS4e4q9oBaU) - Michael Van Sickle (freeCodeCamp) 670 | * [Learn Go Programming by Building 11 Projects – Full Course](https://www.youtube.com/watch?v=jFfo23yIWac) - Akhil Sharma (FreeCodeCamp) 671 | * [Let's go with golang](https://www.youtube.com/playlist?list=PLRAV69dS1uWQGDQoBYMZWKjzuhCaOnBpa) - Hitesh Choudhary 672 | 673 | 674 | ### Haskell 675 | 676 | * [Advanced Functional Programming in Haskell](http://www.cs.nott.ac.uk/~pszgmh/afp.html) - Graham Hutton 677 | * [C9 : Functional Programming Fundamentals](http://channel9.msdn.com/Series/C9-Lectures-Erik-Meijer-Functional-Programming-Fundamentals) - Erik Meijer 678 | * [CIS 194: Introduction to Haskell](http://www.seas.upenn.edu/~cis194/) - Brent Yorgey 679 | * [CS240h: Functional Systems in Haskell](http://www.scs.stanford.edu/11au-cs240h/notes/) - Bryan O'Sullivan 680 | * [edX: Introduction to Functional Programming](https://www.edx.org/course/introduction-functional-programming-delftx-fp101x-0) - Erik Meijer 681 | * [Functional Programming in Haskell](http://www.cs.nott.ac.uk/~pszgmh/pgp.html) - Graham Hutton 682 | * [RWTH Aachen University: Functional Programming](https://videoag.fsmpi.rwth-aachen.de/?course=12ss-funkprog) - Jürgen Giesl 683 | 684 | 685 | ### HTML and CSS 686 | 687 | * [Bento CSS Learning Track](https://bento.io/topic/css) (Bento) 688 | * [Bento HTML Learning Track](https://bento.io/topic/html) (Bento) 689 | * [Build a Personal Website with Dash](https://dash.generalassemb.ly) 690 | * [Build a Quiz App with HTML, CSS, and JavaScript](https://www.udemy.com/course/build-a-quiz-app-with-html-css-and-javascript) - James Quick (Udemy) 691 | * [Build a responsive website with Webflow](https://www.bloc.io/tutorials/webflow-tutorial-design-responsive-sites-with-webflow) 692 | * [Build a SaaS landing page using Skeleton](https://www.bloc.io/tutorials/jottly-a-beginner-s-guide-to-html-css-skeleton-and-animate-css) 693 | * [Build Dynamic Websites](https://web.archive.org/web/20210812200413/http://cs75.tv/2010/fall/) - David J. Malan [(YouTube)](https://www.youtube.com/playlist?list=PLvJoKWRPIu8GhAhDBAH0BFB9BS7YxM1WT) 694 | * [Code Your First Game: Arcade Classic in JavaScript on Canvas](https://www.udemy.com/code-your-first-game/) - Chris DeLeon (Udemy) 695 | * [Complete HTML/CSS BootCamp](https://frontendmasters.com/bootcamp/) - FrontEnd Masters 696 | * [Conquering freeCodeCamp's Curriculum](https://youtube.com/playlist?list=PLgBH1CvjOA62oNEVgz-dECiCZCE_Q3ZFH) - Florin Pop (YouTube) 697 | * [CSS Flexbox - Mastering the Basics](https://www.udemy.com/css-flexbox-mastering-the-basics/) - Vishwas Gopinath (Udemy) 698 | * [CSS Grid](https://cssgrid.io) - Wesbos 699 | * [CSS Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWqMH9a9DY8LFKrJ5NJCFHHe) 700 | * [CSS Tutorials](https://youtube.com/playlist?list=PLDyQo7g0_nsUjf046cCHKJ16U1SoXrElZ) - Dev Ed (YouTube) 701 | * [CSS3 tutorial for beginners \| Learn CSS3](https://www.udemy.com/course/css3-tutorial-for-beginners-learn-css3/) - Udemy 702 | * [Flexbox in 30 Days](https://github.com/samanthaming/Flexbox30) - Samantha Ming 703 | * [Get to know HTML Learn HTML Basics](https://www.udemy.com/course/html-online-course/) - Laurence Svekis (Udemy) 704 | * [HTML & CSS](https://www.youtube.com/playlist?list=PLillGF-RfqbZTASqIqdvm1R5mLrQq79CU) - Brad Traversy, Traversy Media (YouTube) 705 | * [HTML & CSS Crash Course](https://www.youtube.com/playlist?list=PL4cUxeGkcC9ivBf_eKCPIAYXWzLlPAm6G) - The Net Ninja (Shaun Pelling) 706 | * [HTML & CSS Crash Course Tutorial For Beginners](https://youtube.com/playlist?list=PLr6-GrHUlVf_HUfo4LyFepGmj23nwqNdk) - EJ Media (YouTube) 707 | * [HTML and CSS Crash Course](https://scrimba.com/learn/htmlcss) - Kevin Powell (scrimba) 708 | * [HTML and CSS Crash For Beginner](https://youtube.com/playlist?list=PL4-IK0AVhVjM0xE0K2uZRvsM7LkIhsPT-) - Kevin Powell (YouTube) 709 | * [HTML and CSS Tutorials](https://www.youtube.com/playlist?list=PL0eyrZgxdwhwNC5ppZo_dYGVjerQY3xYU) - Dani Krossing 710 | * [HTML Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWr_FB-hVEgEGUESZL1TOiJ6) 711 | * [HTML Tutorial For Beginners (With Notes)](https://www.youtube.com/watch?v=qHB2jUvAlGo) - ProgrammingWithHarry 712 | * [HTML5 and CSS3 Fundamentals](https://www.udemy.com/course/html5-fundamentals-for-beginners/) - Stone River eLearning (Udemy) 713 | * [Learn how to program: CSS](https://www.learnhowtoprogram.com/css) - Epicodus Inc. 714 | * [Learn HTML and CSS](https://www.bitdegree.org/courses/coding-for-beginners-space-doggos) (BitDegree) 715 | * [Learn HTML5 Programming From Scratch](https://www.udemy.com/learn-html5-programming-from-scratch/) 716 | * [Learn to style HTML using CSS](https://developer.mozilla.org/en-US/docs/Learn/CSS) 717 | * [Responsive Web Design with HTML5 and CSS3 - Advanced](https://www.udemy.com/course/responsive-web-design-with-html5-and-css3-advanced/) - Udemy 718 | * [Structuring the web with HTML](https://developer.mozilla.org/en-US/docs/Learn/HTML) 719 | * [Tailwind CSS Tutorial](https://youtube.com/playlist?list=PL4cUxeGkcC9gpXORlEHjc5bgnIi5HEGhw) - The Net Ninja 720 | * [Web Development By Doing: HTML / CSS From Scratch](https://www.udemy.com/course/web-development-learn-by-doing-html5-css3-from-scratch-introductory/) - Udemy 721 | * [What the Flexbox](https://flexbox.io) - Wesbos 722 | 723 | 724 | #### Bootstrap 725 | 726 | * [Bootstrap 4 Quick Start: Code Modern Responsive Websites](https://www.udemy.com/course/bootstrap-4) - Brad Hussey (Udemy) 727 | * [Bootstrap 5 Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9joIM91nLzd_qaH_AimmdAR) - The Net Ninja 728 | * [Bootstrap Tutorial for Beginners](https://youtube.com/playlist?list=PLr6-GrHUlVf-gjvHuzCnVmeuaeAjRGltv) - EJ Media (YouTube) 729 | * [Bootstrap tutorial for beginners](https://www.youtube.com/playlist?list=PL6n9fhu94yhXd4xnk-j5FGhHjUv1LsF0V) - kudvenkat 730 | * [Complete Bootstrap 4 course - build 3 projects](https://www.udemy.com/course/bootstrap-4-tutorials) - Igneus Technologies (Udemy) 731 | * [Complete Bootstrap Crash Course \| Bootstrap 4 Tutorial](https://www.youtube.com/watch?v=ZfRn9VJzdGA) - Julio Codes 732 | * [Introduction to Bootstrap - A Tutorial](https://www.classcentral.com/course/edx-introduction-to-bootstrap-a-tutorial-3338) - Microsoft via edX (Class Central) 733 | * [Learn Bootstrap 4 for free](https://scrimba.com/learn/bootstrap4) - Neil Rowe (Scrimba) 734 | * [Learn Bootstrap 4 in this free 10-part course](https://www.freecodecamp.org/news/want-to-learn-bootstrap-4-heres-our-free-10-part-course-happy-easter-35c004dc45a4/) - Per Harald Borgen (Freecodecamp) 735 | * [Learn Bootstrap 5 and SASS by Building a Portfolio Website - Full Course](https://www.youtube.com/watch?v=iJKCj8uAHz8) - Patrick Muriungi, freeCodeCamp (YouTube) 736 | * [Rapid website design with Bootstrap](https://www.udemy.com/course/responsive-website-design) - Laurence Svekis (Udemy) 737 | 738 | 739 | ### iOS 740 | 741 | * [AppCoda Complete iOS Tutorial](http://www.appcoda.com/ios-programming-course/) 742 | * [CS193p Developing Apps for IOS](https://cs193p.sites.stanford.edu) - Stanford 743 | * [CS50 2019 - iOS Track](https://www.youtube.com/playlist?list=PLhQjrBD2T3810ZX79Xrgj8X382QaWbk_J) - David J. Malan (Harvard OpenCourseWare) 744 | * [Developing iOS 11 Apps with Swift](https://itunes.apple.com/us/course/developing-ios-11-apps-with-swift/id1309275316) 745 | * [Ray Wenderlich iOS Tutorial](https://www.raywenderlich.com/category/ios) 746 | * [SwiftUI Tutorials](https://www.youtube.com/playlist?list=PL8seg1JPkqgHyWCBHwXGmfysQpEQTfC3z) - Sean Allen 747 | * [SwiftUI Tutorials for Beginners](https://www.youtube.com/playlist?list=PLMRqhzcHGw1Z-lZaaun3A3mV9PbEfHANI) - CodeWithChris 748 | * [The Complete Swift iOS Developer - Create Real Apps in Swift](https://www.udemy.com/course/the-complete-ios-10-developer-course/) - Grant Klimaytys (Udemy) 749 | * [Unit Testing in iOS](https://www.youtube.com/playlist?list=PLMRqhzcHGw1ZLLvLwuW8AP3n-A3nsRn9P) - CodeWithChris 750 | 751 | 752 | ### Java 753 | 754 | * [Advanced Software Construction in Java](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.005.2x+1T2017/about) - MIT Open Learning Library 755 | * [Building Microservices With Spring Boot – Free Course With Practical Project](https://javatodev.com/building-microservices-with-spring-boot-free-course-with-practical-project/) Chinthaka Dinadasa (javatodev) 756 | * [Central Connecticut State University, Introduction to CS Using Java](http://chortle.ccsu.edu/CS151/cs151java.html) 757 | * [CS106A - Programming Methodology](https://see.stanford.edu/Course/CS106A) (Stanford) 758 | * [Fundamentals of Java EE Development](https://www.edx.org/course/fundamentals-of-java-ee-development) - Will Dinyes (edX) 759 | * [Introduction to Java](http://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-092-introduction-to-programming-in-java-january-iap-2010/) 760 | * [Introduction to Java + DSA](https://youtube.com/playlist?list=PL9gnSGHSqcnr_DxHsP7AW9ftq0AtAyYqJ) - Kunal Kushwaha 761 | * [Java Beginner](https://youtube.com/playlist?list=PLkeaG1zpPTHiMjczpmZ6ALd46VjjiQJ_8) - Coding with John 762 | * [Java Design Patterns and Architecture](https://www.udemy.com/course/java-design-patterns-tutorial) - John Purcell (Udemy) 763 | * [Java for Complete Beginners](http://courses.caveofprogramming.com/courses/java-for-complete-beginners) 764 | * [Java for Mobile Devices - Introducing Codename One](https://codenameone.teachable.com/p/java-for-mobile-devices-introducing-codename-one) 765 | * [Java Online Training \| Edureka](https://www.youtube.com/watch?v=hBh_CC5y8-s) (Edureka) 766 | * [Java Persistence API (JPA) Complete Tutorial](https://www.youtube.com/playlist?list=PL6oD2syjfW7COL__RNrWl4S97vNcqh3mO) - Giuseppe Scaramuzzino 767 | * [Java Programming](https://testautomationu.applitools.com/java-programming-course/) - Angie Jones (Applitools) 768 | * [Java Programming](https://java-programming.mooc.fi) - University of Helsinki 769 | * [Java Programming](https://youtube.com/playlist?list=PLBlnK6fEyqRjKA_NuK9mHmlk0dZzuP1P5) - Neso Academy 770 | * [Java Programming Basics](https://www.udacity.com/course/java-programming-basics--ud282) - Cezanne Camacho, Asser Samak (Udacity) (account *required*) 771 | * [Java Programming Basics](https://www.udemy.com/course/java-programming-basics/) - Charles Mulic (Udemy) 772 | * [Java Programming: Solving Problems with Software](https://www.coursera.org/learn/java-programming) (Coursera) 773 | * [Java Server Tutorials - Happy Coding](https://happycoding.io/tutorials/java-server/) - Kevin Workman 774 | * [Java tutorial for beginners](https://youtube.com/playlist?list=PLZPZq0r_RZOMhCAyywfnYLlrjiVOkdAI1) - Bro Code (YouTube) 775 | * [Java Tutorial for Beginners](https://www.youtube.com/watch?v=eIrMbAQSU34) - Programming with Mosh 776 | * [Java Tutorial For Beginners](https://youtube.com/playlist?list=PLsyeobzWxl7oZ-fxDYkOToURHhMuWD1BK) - Telusko (YouTube) 777 | * [Java Tutorial for Complete Beginners](https://www.udemy.com/course/java-tutorial/) - John Purcell (Udemy) 778 | * [JSP (Java server pages) and servlet basics](https://www.udemy.com/course/jsp-servlet-free/) - StudyEasy Organisation, Chaand Sheikh (Udemy) 779 | * [Learn how to program: Java](https://www.learnhowtoprogram.com/java-june-2017) - Epicodus Inc. 780 | * [Learn Java](https://www.sololearn.com/learning/1068) - Sololearn *(email address required)* 781 | * [Learn Java Programming](https://www.programiz.com/java-programming) - Programiz 782 | * [Object Oriented Programming (OOP) In Java Course](https://www.youtube.com/playlist?list=PL9gnSGHSqcno1G3XjUbwzXHL8_EttOuKk) - Kunal Kushwaha (YouTube) 783 | * [Object-Oriented programming with Java, part I](https://moocfi.github.io/courses/2013/programming-part-1/) 784 | * [Object-Oriented programming with Java, part II](https://moocfi.github.io/courses/2013/programming-part-2/) 785 | * [Princeton Algorithms, Part 1](https://www.coursera.org/course/algs4partI) 786 | * [Problem Solving With Java](https://www.udacity.com/course/intro-to-java-programming--cs046) (Udacity) 787 | * [Programming in Java](https://nptel.ac.in/courses/106/105/106105191/) - Prof. Debasis Samanta (NPTEL) 788 | * [Software Construction in Java](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.005.1x+3T2016/about) - MIT Open Learning Library 789 | * [Spring 5 Core - An Ultimate Guide](https://www.udemy.com/learn-spring-5-core-from-scratch/) - Somnath Musib (Udemy) 790 | * [What is Java?](https://sagecode.net/java/index.html) - Elucian Moise (Sage-Code) 791 | 792 | 793 | ### JavaScript 794 | 795 | * [Asynchronous Programming: The End of The Loop](https://egghead.io/courses/asynchronous-programming-the-end-of-the-loop) - Jafar Husain 796 | * [Beginner's Series to: JavaScript](https://youtube.com/playlist?list=PLlrxD0HtieHhW0NCG7M536uHGOtJ95Ut2) - Microsoft Developer (YouTube) 797 | * [Bento JavaScript Learning Track](https://bento.io/topic/javascript) (Bento) 798 | * [Creative Coding for Complete Beginners](https://youtube.com/playlist?list=PLUG_f-krxzVrRCOjGFwOuYj3QarVfPWXK) - Algorithmic Art 799 | * [Cycle.js Fundamentals](https://egghead.io/courses/cycle-js-fundamentals) - André Staltz 800 | * [ES6 and Typescript Tutorial](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhI0V5mE9Vu6Nm-nap8EcjV) - Codevolution, Vishwas Gopinath (YouTube) 801 | * [Functional Programming in JavaScript](https://www.youtube.com/playlist?list=PL0zVEGEvSaeEd9hlmCXrk5yUyqUag-n84) - Mattias Petter Johansson «Fun Fun Function» (YouTube) 802 | * [Intro to JavaScript ES6 programming](https://www.youtube.com/playlist?list=PL-xu4i_QDSxcoDNeh8rx5-pHCCTOg0XsI) 803 | * [Intro To JavaScript Unit Testing & BDD](https://www.youtube.com/watch?v=u5cLK1UrFyQ) - Traversy Media 804 | * [Introduction to ES6+](https://scrimba.com/learn/introtoes6) - Dylan C. Israel (Scrimba) 805 | * [JavaScript Array Methods](https://youtube.com/playlist?list=PLgBH1CvjOA62PBFIDq55-S6Beivje30A2) - Florin Pop (YouTube) 806 | * [JavaScript Coding Challenges](https://youtube.com/playlist?list=PLgBH1CvjOA63ROz8Wqd7RDD0qpvGXF8x5) - Florin Pop (YouTube) 807 | * [Javascript course](https://www.youtube.com/playlist?list=PLRAV69dS1uWSxUIk5o3vQY2-_VKsOpXLD) - Hitesh Choudhary 808 | * [Javascript Essentials](https://www.udemy.com/javascript-essentials/) - Lawrence Turton (Udemy) 809 | * [Javascript Fundamentals](https://www.udemy.com/course/javascriptfundamentals) - Bharath Thippireddy (Udemy) 810 | * [JavaScript Mini Course 2020](https://www.udemy.com/course/javascript-essentials-mini-course/) - Kalob Taulien (Udemy) 811 | * [JavaScript Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9i9Ae2D9Ee1RvylH38dKuET) - The Net Ninja 812 | * [JavaScript Tutorial for beginners](https://www.youtube.com/watch?v=W6NZfCO5SIk) - Moshfegh Hamedani (Programming with Mosh) 813 | * [JavaScript Tutorial for Beginners - Full Course in 8 Hours [2020]](https://www.youtube.com/watch?v=Qqx_wzMmFeA) - Clever Programmer 814 | * [JavaScript Tutorials](https://www.youtube.com/playlist?list=PLTjRvDozrdlxEIuOBZkMAK5uiqp8rHUax) - Moshfegh Hamedani (Programming with Mosh) 815 | * [Javascript tutorials for beginners](https://www.youtube.com/playlist?list=PLsyeobzWxl7rrvgG7MLNIMSTzVCDZZcT4) - Telusko (Youtube) 816 | * [Javascript30](https://javascript30.com) - Wesbos 817 | * [Learn how to program: JavaScript](https://www.learnhowtoprogram.com/javascript) - Epicodus Inc. 818 | * [Learn JavaScript](https://youtube.com/playlist?list=PLgBH1CvjOA636I8hnHSyuOnX341XQrBth) - Florin Pop (YouTube) 819 | * [Learn JavaScript - Full Course for Beginners](https://www.youtube.com/watch?v=PkZNo7MFNFg) - Beau Carnes, freeCodeCamp.org (YouTube) 820 | * [Learn JavaScript for free](https://scrimba.com/learn/learnjavascript) - Per Harald Borgen (Scrimba) 821 | * [Learn modern JavaScript](https://scrimba.com/learn/es6) - Beau Carnes (Scrimba) (Scrimba account *required*) 822 | * [Learn to Program in Javascript: Beginner to Pro](https://www.udemy.com/course/programming-in-javascript) - Raghavendra Dixit (Udemy) 823 | * [learn:query](https://learnquery.infinum.com) 824 | * [Namaste 🙏 JavaScript: An In-Depth JavaScript Fundamentals Course](https://www.youtube.com/playlist?list=PLlasXeu85E9cQ32gLCvAvr9vNaUccPVNP) - Akshay Saini (YouTube) 825 | * [npm - Mastering the Basics](https://www.udemy.com/course/npm-mastering-the-basics/) - Vishwas Gopinath (Udemy) 826 | * [Object-Oriented JavaScript](https://www.udacity.com/course/object-oriented-javascript--ud711) - Richard Kalehoff (Udacity) 827 | * [Offline Web Applications](https://www.udacity.com/course/offline-web-applications--ud899) - Google, Michael Wales (Udacity) 828 | * [Programming Foundations with Javascript, HTML and CSS](https://www.coursera.org/learn/duke-programming-web) - Owen Astrachan, Robert Duvall, Andrew D. Hilton, Susan H. Rodger (Coursera) 829 | * [The 10 Days of JavaScript](https://www.youtube.com/playlist?list=PLpcSpRrAaOaoIqHQddZOdbRrzr5dJtgSs) - Brad Schiff, LearnWebCode (YouTube) 830 | * [Understanding RxJS](https://youtube.com/playlist?list=PL55RiY5tL51pHpagYcrN9ubNLVXF8rGVi) - Academind 831 | * [Vanilla JavaScript](https://www.youtube.com/playlist?list=PLillGF-RfqbbnEGy3ROiLWk7JMCuSyQtX) - Brad Traversy, Traversy Media (YouTube) 832 | 833 | 834 | #### AngularJS 835 | 836 | > :information_source: See also … [Angular](#angular) 837 | 838 | * [AngularJS Tutorial for Beginners](https://www.youtube.com/watch?v=9b9pLgaSQuI) - Yaakov Chaikin (My Lesson) 839 | * [AngularJS Tutorials](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gsJS5QgFT2IvWIX78dV3_v) - The Net Ninja 840 | * [Egghead.io - AngularJS](https://www.youtube.com/playlist?list=PLP6DbQBkn9ymGQh2qpk9ImLHdSH5T7yw7) - John Lindquist (YouTube) 841 | * [Learn AngularJS 1.X](https://www.codecademy.com/learn/learn-angularjs) - Codecademy (Codecademy account *required*) 842 | * [Shaping up with Angular.js](https://www.codeschool.com/courses/shaping-up-with-angular-js) - Codeschool (Codeschool account *required*) 843 | 844 | 845 | #### D3.js 846 | 847 | * [D3 101](https://www.youtube.com/playlist?list=PL9yYRbwpkykvjkfuRslECO9c1qTq3GgUb) - Curran Kelleher 848 | * [Learn D3](https://www.codecademy.com/learn/learn-d3) - Codecademy *(account required)* 849 | 850 | 851 | #### Electron 852 | 853 | * [Electron js Tutorials](https://youtube.com/playlist?list=PLC3y8-rFHvwiCJD3WrAFUrIMkGVDE0uqW) - Codevolution (YouTube) 854 | 855 | 856 | #### jQuery 857 | 858 | * [Bento jQuery Track](https://bento.io/topic/jquery) (Bento) 859 | * [Introduction to JQuery](https://www.udacity.com/course/intro-to-jquery--ud245) (Udacity) 860 | * [jQuery Crash Course](https://www.youtube.com/playlist?list=PLillGF-RfqbYJVXBgZ_nA7FTAAEpp_IAc) - Brad Traversy, Traversy Media (YouTube) 861 | 862 | 863 | #### Next.js 864 | 865 | * [Master Next JS by Building Real Projects](https://www.youtube.com/playlist?list=PL6QREj8te1P7gixBDSU8JLvQndTEEX3c3) - JavaScript Mastery 866 | * [Mastering Next.js](https://masteringnextjs.com) 867 | * [Next.js for Beginners - Full Course](https://www.youtube.com/watch?v=1WmNXEVia8I) - Kapehe (FreeCodeCamp) 868 | * [Next.js Tutorial for Beginners](https://youtube.com/playlist?list=PLC3y8-rFHvwgC9mj0qv972IO5DmD-H0ZH) - Codevolution 869 | 870 | 871 | #### NodeJS 872 | 873 | * [A Beginner's Guide to Node.js](https://www.udemy.com/course/a-beginners-guide-to-nodejs) - DSC VIT Powered by Google Developers, Md Hishaam Akhtar (Udemy) 874 | * [Beginner's Series to: Node.js](https://youtube.com/playlist?list=PLlrxD0HtieHje-_287YJKhY8tDeSItwtg) - Microsoft Developer (YouTube) 875 | * [Building a RESTful API with Node.js](https://www.youtube.com/playlist?list=PL55RiY5tL51q4D-B63KBnygU6opNPFk_q) - Academind (YouTube) 876 | * [Data brokering with Node.js: Process data at the speed of technology](https://heynode.com) - Osio Labs Inc. *(signup requested, not required)* 877 | * [Express JS Crash Course](https://www.youtube.com/watch?v=L72fhGm1tfE) - Brad Traversy, Traversy Media (YouTube) 878 | * [ExpressJS Fundamentals](https://www.udemy.com/course/expressjs-fundamentals/) - Patrick Schroeder (Udemy) 879 | * [Node and Express Tutorial](https://www.youtube.com/watch?v=TNV0_7QRDwY) - John Smilga, Coding Addict (YouTube) 880 | * [Node.js API Development for Beginners](https://www.udemy.com/course/node-js-api-tutorial/) (Udemy) 881 | * [Node.js Basics](https://www.youtube.com/playlist?list=PLqq-6Pq4lTTa-d0iZg41U2RDqECol9C5B) - Java Brains (YouTube) 882 | * [Node.js Crash Course Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9jsz4LDYc6kv3ymONOKxwBU) - The Net Ninja 883 | * [Node.js Full Course for Beginners \| Complete All-in-One Tutorial \| 7 Hours](https://www.youtube.com/watch?v=f2EqECiTBL8) - Dave Gray 884 | * [Node.js Introductory Course for Absolute Beginners](https://www.udemy.com/course/nodejs-introductory-course-for-absolute-beginners) - Nodejs Academy (Udemy) 885 | * [Node.js Tutorial for Beginners](https://www.youtube.com/playlist?list=PLsyeobzWxl7occsESx2X1E2R2Uw5wCoeG) - Telusko (YouTube) 886 | * [Node.js Tutorial for Beginners: Learn Node in 1 Hour](https://www.youtube.com/watch?v=TlB_eWDSMt4) - Moshfegh Hamedani (Programming with Mosh) 887 | 888 | 889 | #### React 890 | 891 | * [Frontend Armory: React Fundamentals](https://frontarm.com/courses/react-fundamentals/) - James K. Nelson 892 | * [Full Modern React Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gZD-Tvwfod2gaISzfRiP9d) - The Net Ninja (with practical) 893 | * [Full-Stack Web Development with React Specialization](https://www.coursera.org/specializations/full-stack-react) - Jogesh K. Muppala (Coursera) 894 | * [Learn React + Redux](https://www.sololearn.com/learning/1097) - *registration required* 895 | * [Learn React for Free](https://scrimba.com/learn/learnreact) - Bob Ziroll (scrimba) 896 | * [Learn ReactJS](https://www.codecademy.com/learn/react-101) - Codecademy 897 | * [React](https://progate.com/languages/react) (progate) *(account required)* 898 | * [React basic in just 1 hour](https://www.udemy.com/course/react-basic-in-just-1-hour/) (Udemy) 899 | * [React Context & Hooks Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9hNokByJilPg5g9m2APUePI) - The Net Ninja 900 | * [React Crash Course 2020](https://www.youtube.com/watch?v=4UZrsTqkcW4) - freecodecamp 901 | * [React Hooks](https://www.youtube.com/playlist?list=PLZlA0Gpn_vH8EtggFGERCwMY5u5hOjf-h) - WebDevSimplified 902 | * [React Patterns for web apps](https://www.patterns.dev/book/) - Lydia Hallie, Addy Osmani 903 | * [React Router 6 – Tutorial for Beginners](https://www.youtube.com/watch?v=59IXY5IDrBA) - John Smilga (freeCodeCamp) 904 | * [React State Management using Context API (useContext + useReducer Hooks = Magic)](https://www.youtube.com/watch?v=zxP4oGejqpU) - The Full Stack Junkie 905 | * [React Testing Library Crash Course](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gm4_-5UsNmLqMosM-dzuvQ) - The Net Ninja 906 | * [React Tutorials](https://www.youtube.com/playlist?list=PLWKjhJtqVAbkArDMazoARtNz1aMwNWmvC) - freeCodeCamp 907 | * [ReactJS - Tutorial for Beginners](https://www.youtube.com/watch?v=Ke90Tje7VS0) - Mosh Hamedani (Programming with Mosh) 908 | * [ReactJS Basics](https://www.youtube.com/playlist?list=PLe30vg_FG4OSw8SIcLVci-jB_-W1ZkLYp) - Bitfumes 909 | * [ReactJS Course For Beginners 2022](https://www.youtube.com/playlist?list=PLpPqplz6dKxW5ZfERUPoYTtNUNvrEebAR) - PedroTech 910 | * [ReactJS Frontend Web Development For Beginners](https://www.udemy.com/course/react-tutorial/) - Ryan Dhungel (Udemy) 911 | * [ReactJS Full Course for Beginners \| Complete All-in-One Tutorial \| 9 Hours](https://www.youtube.com/watch?v=RVFAyFWO4go) - Dave Gray 912 | * [ReactJS Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3) - Codevolution 913 | * [ReactJS Tutorials](https://www.geeksforgeeks.org/reactjs-tutorials) - GeeksforGeeks 914 | * [Start Using React to Build Web Applications](https://egghead.io/courses/react-fundamentals) - Joe Maddalone 915 | * [The Beginner's Guide to React](https://egghead.io/courses/the-beginner-s-guide-to-react) - Kent C. Dodds 916 | 917 | 918 | #### React Native 919 | 920 | * [CS50's Mobile App Development with React Native](https://www.edx.org/course/cs50s-mobile-app-development-with-react-native) - edX 921 | * [Introduction to React Native](https://fullstackopen.com/en/part10/introduction_to_react_native) - Full Stack Open 922 | * [React Native for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9ixPU-QkScoRBVxtPPzVjrQ) - The Net Ninja 923 | * [React Native Tutorial (2021)](https://youtube.com/playlist?list=PL8kfZyp--gEXs4YsSLtB3KqDtdOFHMjWZ) - Programming with Mash, MAhdi SHarifimehr (YouTube) 924 | * [React Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3) - codevolution 925 | 926 | 927 | #### Redux 928 | 929 | * [Getting Started with Redux](https://egghead.io/courses/fundamentals-of-redux-course-from-dan-abramov-bd5cc867) 930 | * [Learn Redux](https://learnredux.com) - Wes Bos (email address *requested*) 931 | * [Redux Toolkit Tutorial](https://youtube.com/playlist?list=PLC3y8-rFHvwiaOAuTtVXittwybYIorRB3) - Codevolution 932 | * [Redux Tutorial- Learn Redux from Scratch](https://www.youtube.com/watch?v=poQXNp9ItL4) - Mosh Hamedani 933 | 934 | 935 | #### Svelte 936 | 937 | * [Learn the Svelte JavaScript Framework](https://www.youtube.com/watch?v=ujbE0mzX-CU) - Noah Glaser, freeCodeCamp (YouTube) 938 | * [Svelte Tutorial](https://www.youtube.com/watch?v=vhGiGqZ78Rs) - Beau Carnes, freeCodeCamp (YouTube) 939 | 940 | 941 | #### Three.js 942 | 943 | * [Three.js Tutorial Crash Course](https://www.youtube.com/watch?v=YK1Sw_hnm58) - Chris Courses 944 | 945 | 946 | #### Vue.js 947 | 948 | * [Full Stack Vue.js, Express & MongoDB](https://www.youtube.com/playlist?list=PLillGF-RfqbYSx-Ab1xWVanGKtowTsnNm) - Traversy Media (YouTube) 949 | * [Get Started with Nuxt](https://explorers.netlify.com/learn/get-started-with-nuxt) - Debbie O'Brien (Netlify) 950 | * [Internationalization with vue-i18n](https://vueschool.io/courses/internationalization-with-vue-i18n) 951 | * [Intro to Vue 2](https://www.vuemastery.com/courses/intro-to-vue-js/vue-instance) 952 | * [Intro to Vue 3](https://www.vuemastery.com/courses/intro-to-vue-3/intro-to-vue3) 953 | * [JavaScript Testing Fundamentals](https://vueschool.io/courses/javascript-testing-fundamentals) 954 | * [Learn Vue 3 step by step](https://laracasts.com/series/learn-vue-3-step-by-step) - Jeffrey Way 955 | * [Nuxt.js Fundamentals](https://vueschool.io/courses/nuxtjs-fundamentals) 956 | * [Vue JS 3 Tutorial for Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwgeQIfSDtEGVvvSEPDkL_1f) - Vishwas Gopinath (Codevolution) 957 | * [Vue Router for Everyone](https://vueschool.io/courses/vue-router-for-everyone) 958 | * [Vue.js Components Fundamentals](https://vueschool.io/courses/vuejs-components-fundamentals) 959 | * [Vue.js Fundamentals](https://vueschool.io/courses/vuejs-fundamentals) 960 | * [Vue.js Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9hYYGbV60Vq3IXYNfDk8At1) - The Net Ninja (YouTube) 961 | * [Vue.js Tutorial for Beginners](https://www.youtube.com/playlist?list=PL8p2I9GklV47GZrhYwnnStpx_B5GqL1Aq) - Code Step By Step 962 | * [Vuex for Everyone](https://vueschool.io/courses/vuex-for-everyone) 963 | 964 | 965 | #### Webpack 966 | 967 | * [Learn Webpack Course](https://www.classcentral.com/course/youtube-learn-webpack-course-45823/classroom) - Colt Steele 968 | 969 | 970 | ### Julia 971 | 972 | * [Decision Making Under Uncertainty using POMDPs.jl](https://www.youtube.com/playlist?list=PLP8iPy9hna6QPqk4N8eBk0oXzLrLbOtTA) - The Julia Programming Language 973 | * [GeoStats.jl Tutorials](https://www.youtube.com/playlist?list=PLsH4hc788Z1f1e61DN3EV9AhDlpbhhanw) - Julio Hoffimann (YouTube) 974 | * [Introduction to DataFrames.jl](https://juliaacademy.com/p/introduction-to-dataframes-jl) - Bogumił Kamiński (JuliaAcademy) 975 | * [Julia Tutorials (Basic)](https://www.youtube.com/playlist?list=PLP8iPy9hna6SCcFv3FvY_qjAmtTsNYHQE) - The Julia Programming Language (YouTube) 976 | 977 | 978 | ### Kotlin 979 | 980 | * [Advanced Android with Kotlin](https://www.udacity.com/course/advanced-android-with-kotlin--ud940) (Udacity) 981 | * [Android Kotlin Tutorial: Create Android Apps using Kotlin](https://www.youtube.com/playlist?list=PLlxmoA0rQ-Lw5k_QCqVl3rsoJOnb_00UV) - Sriyank Siddhartha (YouTube) 982 | * [Developing Android Apps with Kotlin](https://www.udacity.com/course/developing-android-apps-with-kotlin--ud9012) (Udacity) 983 | * [Kotlin Bootcamp for Programmers](https://www.udacity.com/course/kotlin-bootcamp-for-programmers--ud9011) - Aleks Haecky, Asser Samak, Sean McQuillan (Udacity) 984 | * [Kotlin Bootcamp for Programmers](https://developer.android.com/courses/kotlin-bootcamp/overview) - Developer Android (Google) 985 | * [Kotlin Course - Tutorial for Beginners](https://www.youtube.com/watch?v=F9UC9DY-vIU) - Nate Ebel, freeCodeCamp (YouTube) 986 | * [Kotlin for Java Developers](https://www.coursera.org/learn/kotlin-for-java-developers) - Svetlana Isakova, Andrey Breslav (Coursera) 987 | * [Kotlin Newbie To Pro](https://www.youtube.com/playlist?list=PLQkwcJG4YTCRSQikwhtoApYs9ij_Hc5Z9) - Philipp Lackner 988 | * [One hour Kotlin guide for beginners](https://www.udemy.com/course/one-hour-kotlin-guide-for-beginners) - Tutlets Kkang (Udemy) 989 | * [Track: Kotlin Basics](https://hyperskill.org/tracks/18) - Hyperskill, JetBrains (Hyperskill) 990 | 991 | 992 | ### Kubernetes 993 | 994 | * [Fundamentals of Containers, Kubernetes, and Red Hat OpenShift](https://www.edx.org/course/fundamentals-of-containers-kubernetes-and-red-hat) - Zach Gutterman, Richard Allred (edX) 995 | * [Kubernetes Core Concepts](https://kube.academy/paths/kubernetes-core-concepts) - KubeAcademy (VMware) 996 | * [Kubernetes Course](https://www.youtube.com/watch?v=d6WC5n9G_sM) - Bogdan Stashchuk (FreeCoodeCamp) 997 | * [Kubernetes Full Course in 7 Hours](https://www.youtube.com/watch?v=0j-iIW3_sbg) - Edureka 998 | * [Kubernetes Tutorial for Beginners](https://www.youtube.com/playlist?list=PLy7NrYWoggjziYQIDorlXjTvvwweTYoNC) - TechWorld with Nana 999 | 1000 | 1001 | ### Linux 1002 | 1003 | * [Fundamentals of Red Hat Enterprise Linux](https://www.edx.org/course/fundamentals-of-red-hat-enterprise-linux) - Chris Caillouet (edX) 1004 | * [IIEC RISE 1.0 RHCSA8 and Python3](https://www.youtube.com/playlist?list=PLAi9X1uG6jZ2b1mUmrUcc_aEoc8tfss8e) - Vimal Daga 1005 | * [Introduction To Linux](https://www.edx.org/course/introduction-to-linux/) - The Linux Foundation (edx) 1006 | * [Linux Administration Tutorial Videos](https://www.youtube.com/playlist?list=PL9ooVrP1hQOH3SvcgkC4Qv2cyCebvs0Ik) - edureka! 1007 | * [Linux Command Line](https://www.udemy.com/course/command-line/) - Adam Eubankas (Udemy) 1008 | * [Linux Command Line Tutorial For Beginners](https://www.youtube.com/playlist?list=PLS1QulWo1RIb9WVQGJ_vh-RQusbZgO_As) - Programming Knowledge 1009 | * [Linux Tutorial for Beginners - Learn Linux and the Bash Command Line](https://ryanstutorials.net/linuxtutorial) - Ryan Chadwick 1010 | * [Linux Tutorials and Projects](https://www.udemy.com/course/linux-tutorials/) - Jason Cannon (Udemy) 1011 | * [Red Hat Enterprise Linux Technical Overview](https://www.udemy.com/course/red-hat-enterprise-linux-technical-overview/) - Red Hat Inc. (Udemy) 1012 | * [The Linux Basics: Beginner to Sysadmin, Step by Step](https://www.youtube.com/playlist?list=PLtK75qxsQaMLZSo7KL-PmiRarU7hrpnwK) 1013 | 1014 | 1015 | ### Lua 1016 | 1017 | * [Learn Lua in 15 Minutes](http://tylerneylon.com/a/learn-lua/) - Tyler Neylon (HTML) 1018 | * [Lua Interactive Crash Course](https://web.archive.org/web/20201111225216/luatut.com/crash_course.html) 1019 | * [Lua Tutorial](https://www.youtube.com/watch?v=iMacxZQMPXs) - Derek Banas 1020 | 1021 | 1022 | ### Machine Learning 1023 | 1024 | * [AWS Machine Learning Foundations Course](https://www.udacity.com/course/aws-machine-learning-foundations--ud065) - AWS (Udacity) 1025 | * [Caltech's Learning From data](https://work.caltech.edu/telecourse.html) 1026 | * [Complete Machine Learning Bootcamp](https://youtube.com/playlist?list=PLyzHIYrZBplo3K0dNUqppd2ynnoZPD6N1) - Code for Cause (Youtube) 1027 | * [Complete Machine Learning in Python playlist](https://www.youtube.com/playlist?list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe) - Krish Naik (YouTube) 1028 | * [Deep Learning Fundamentals](https://cognitiveclass.ai/courses/introduction-deep-learning) - DeepLearning.TV (cognitiveclass.ai) 1029 | * [Google's Machine Learning Crash Course](https://developers.google.com/machine-learning/crash-course/) 1030 | * [Intro to Machine Learning](https://www.kaggle.com/learn/intro-to-machine-learning) (Kaggle) 1031 | * [Intro to Machine Learning Udacity](https://www.udacity.com/course/intro-to-machine-learning--ud120) (Udacity) 1032 | * [Intro to Machine Learning using Microsoft Azure](https://www.udacity.com/course/introduction-to-machine-learning-using-microsoft-azure--ud00333) - Microsoft (Udacity) 1033 | * [Intro to Self-Driving Cars Nanodegree](https://www.udacity.com/course/intro-to-self-driving-cars--nd113) - Cezanne Camacho, Andrew Paster, Anthony Navarro, Tarin Ziyaee, et al. (Udacity) 1034 | * [Introduction to Machine Learning](https://openlearninglibrary.mit.edu/courses/course-v1:MITx+6.036+1T2019/about) - MIT Open Learning Library 1035 | * [Machine Learning](https://www.sololearn.com/Course/machine-learning) (SoloLearn) *(account required)* 1036 | * [Machine Learning](https://youtube.com/playlist?list=PL7T06JEc5PF5Vuz1U7lEEaFPOExDbKVEh) - Nerd's Lesson 1037 | * [Machine Learning — Andrew Ng, Stanford University](https://youtube.com/playlist?list=PLLssT5z_DsK-h9vYZkQkYNWcItqhlRJLN) - Andrew Ng 1038 | * [Machine Learning Recipes with Josh Gordon](https://www.youtube.com/playlist?list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal) 1039 | * [Machine Learning Specialization](https://www.coursera.org/specializations/machine-learning-introduction) - Andrew Ng, Eddy Shyu, Aarti Bagul, Geoff Ladwig (Coursera) 1040 | * [Machine Learning Tutorial in Python](https://youtube.com/playlist?list=PL9ooVrP1hQOHUfd-g8GUpKI3hHOwM_9Dn) - edureka! 1041 | * [Machine Learning Tutorial Python \| Machine Learning For Beginners](https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw) - Dhaval Patel 1042 | * [Machine Learning with Python](https://cognitiveclass.ai/courses/machine-learning-with-python) - Saeed Aghabozorgi (cognitiveclass.ai) 1043 | * [Machine Learning with Python: Zero to GBMs](https://jovian.ai/learn/machine-learning-with-python-zero-to-gbms) (Jovian) 1044 | * [Made with ML](https://madewithml.com) - Goku Mohandas (Applied ML · MLOps · Production) 1045 | * [Mathematics for Machine Learning - Linear Algebra](https://www.youtube.com/playlist?list=PLiiljHvN6z1_o1ztXTKWPrShrMrBLo5P3) - Imperial College London, Dr David Dye, Dr Sam Cooper 1046 | * [Mathematics for Machine Learning - Multivariate Calclus](https://www.youtube.com/playlist?list=PLiiljHvN6z193BBzS0Ln8NnqQmzimTW23) - Imperial College London, Dr David Dye, Dr Sam Cooper 1047 | * [Pattern Recognition and Machine Learning](https://www.microsoft.com/en-us/research/people/cmbishop/#!prml-book) 1048 | * [PyTorch tutorials](https://pytorch.org/tutorials) - PyTorch.org 1049 | * [Stanford SEE 229 - Machine Learning](https://see.stanford.edu/Course/CS229) 1050 | * [Stanford University Machine Learning](https://www.coursera.org/learn/machine-learning) 1051 | * [Statistics for Applications](https://ocw.mit.edu/courses/18-650-statistics-for-applications-fall-2016/) - MIT OpenCourseWare 1052 | * [Understand Machine Learning Engineering by Building Projects](https://github.com/alexeygrigorev/mlbookcamp-code/tree/master/course-zoomcamp) - Alexey Grigorev 1053 | 1054 | 1055 | ### Markdown 1056 | 1057 | * [Communicating using Markdown](https://lab.github.com/githubtraining/communicating-using-markdown) - GitHub Learning Lab *(GitHub account or email address required)* 1058 | * [MasteringMarkdown](https://masteringmarkdown.com) - Wesbos 1059 | 1060 | 1061 | ### MATLAB 1062 | 1063 | * [Data Processing and Feature Engineering with MATLAB](https://www.coursera.org/learn/feature-engineering-matlab) (coursera) 1064 | * [Image Processing Using Matlab](https://youtube.com/playlist?list=PLEo-jHOqGNyUWoCSD3l3V-FjX9PnHvx5n) - Rashi Agarwal 1065 | * [Introduction to Matlab in English](https://www.youtube.com/playlist?list=PLGED90Y_uL1KLpdRmVtwfpNoYCWU9RPkK) - Mohammed Mohammed 1066 | * [MATLAB for Data Processing and Visualization](https://matlabacademy.mathworks.com/details/matlab-for-data-processing-and-visualization/mlvi) - Renee Bach 1067 | * [MATLAB Fundamentals](https://matlabacademy.mathworks.com/details/matlab-fundamentals/mlbe) - Erin Byrne 1068 | * [MATLAB Onramp](https://matlabacademy.mathworks.com/details/matlab-onramp/gettingstarted) - Renee Bach 1069 | * [MATLAB Programming for Numerical Computation NPTEL](https://www.youtube.com/playlist?list=PLRWKj4sFG7-6_Xr9yqg6SMr_F80KdFVhN) - Niket Kaisare NPTEL (YouTube) 1070 | * [MATLAB Programming Techniques](https://matlabacademy.mathworks.com/details/matlab-programming-techniques/mlpr) - Matt Tearle 1071 | * [MIT 18.S997 Introduction to MATLAB Programming](http://ocw.mit.edu/courses/mathematics/18-s997-introduction-to-matlab-programming-fall-2011/) 1072 | 1073 | 1074 | #### Simulink 1075 | 1076 | * [Circuit Simulation Onramp](https://matlabacademy.mathworks.com/details/circuit-simulation-onramp/circuits) - Alisha Schor 1077 | * [Simulink Fundamentals](https://matlabacademy.mathworks.com/details/simulink-fundamentals/slbe) - Alisha Schor, Zhi Wang 1078 | * [Simulink Onramp](https://matlabacademy.mathworks.com/details/simulink-onramp/simulink) - Alisha Schor 1079 | 1080 | 1081 | ### Misc 1082 | 1083 | * [Advanced Adobe XD (Web Design)](https://webdesign.tutsplus.com/courses/advanced-adobe-xd-for-everyone) - Adi Purdila 1084 | * [Computer Graphics](http://nptel.ac.in/courses/106106090/) 1085 | * [FindLectures.com](https://web.archive.org/web/20161219180842/https://www.findlectures.com/?class1=Technology) - Index of conference talks by language / topic (:card_file_box: *archived*) 1086 | * [Introduction to Quantum Computing and Quantum Hardware](https://qiskit.org/learn/intro-qc-qh) - Qiskit 1087 | * [Introduction to Reinforcement Learning with David Silver](https://deepmind.com/learning-resources/-introduction-reinforcement-learning-david-silver) - David Silver 1088 | * [MIT Numerical Methods (2014)](http://www.iitg.ernet.in/kartha/CE601-14/CourseSchedule.htm) 1089 | * [The Art of Code - Dylan Beattie](https://www.youtube.com/watch?v=6avJHaC3C2U) - Dylan Beattie 1090 | 1091 | 1092 | ### .NET 1093 | 1094 | > :information_source: See also … [C#](#csharp) 1095 | 1096 | ### Networking 1097 | 1098 | * [Computer Networking Course](https://www.youtube.com/watch?v=qiQR5rTSshw) - Brian Farrell (FreeCodeCamp.org) 1099 | * [Computer Networking Full Course - OSI Model Deep Dive with Real Life Examples](https://www.youtube.com/watch?v=IPvYjXCsTg8) - Kunal Kushwaha 1100 | * [Computer Networks 5e](https://media.pearsoncmg.com/ph/streaming/esm/tanenbaum5e_videonotes/tanenbaum_videoNotes.html) - Andrew Tanenbaum, David Wetherall (Pearson) 1101 | 1102 | 1103 | ### Objective-C 1104 | 1105 | * [Objective-C for Swift Developers](https://www.udacity.com/course/objective-c-for-swift-developers--ud1009) - Gabrielle Miller-Messner (Udacity) 1106 | 1107 | 1108 | ### OCaml 1109 | 1110 | * [Cornell's Data Structures and Functional Programming](http://www.cs.cornell.edu/courses/cs3110/2015fa/) 1111 | * [Introduction to Functional Programming in OCaml](https://www.fun-mooc.fr/courses/parisdiderot/56002S02/session02/about) 1112 | 1113 | 1114 | ### Operating Systems 1115 | 1116 | * [Berkeley's CS 162: Operating Systems and Systems Programming](https://www.youtube.com/watch?v=feAOZuID1HM) 1117 | * [Berkeley's CS 194: What is an Operating System?](http://www.infocobuild.com/education/audio-video-courses/computer-science/cs194-spring2013-berkeley.html) 1118 | * [Operating System](https://www.youtube.com/playlist?list=PLBlnK6fEyqRiVhbXDGLXDk_OQAeuVcp2O) - Neso Academy 1119 | 1120 | 1121 | ### Perl 1122 | 1123 | * [Perl Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpqRBcStwV0NwMA3nXMh5GC) 1124 | * [Perl Tutorial: Basics to Advanced](https://youtube.com/playlist?list=PL1h5a0eaDD3rTG1U7w9wmff6ZAKDN3b16) - VLSI Academy 1125 | 1126 | 1127 | ### Pharo 1128 | 1129 | * [The Pharo MOOC](https://mooc.pharo.org) - Damien Cassou, Stéphane Ducasse, Luc Fabresse 1130 | 1131 | 1132 | ### PHP 1133 | 1134 | * [Laravel 5.8 Tutorial From Scratch](https://www.youtube.com/playlist?list=PLpzy7FIRqpGD0kxI48v8QEVVZd744Phi4) - Coder's Tape (2019) 1135 | * [Laravel From Scratch 2022 \| 4+ Hour Course](https://www.youtube.com/watch?v=MYyJ4PuL4pY) - Traversy Media (YouTube) 1136 | * [Learn how to program: PHP](https://www.learnhowtoprogram.com/php) - Epicodus Inc. 1137 | * [Learn PHP](https://www.sololearn.com/learning/1059) - *registration required* 1138 | * [Learn PHP The Right Way - Full PHP Tutorial for Beginners & Advanced](https://youtube.com/playlist?list=PLr3d3QYzkw2xabQRUpcZ_IBk9W50M9pe-) - Program With Gio 1139 | * [Learn Top Ten Frameworks In PHP By Building Projects](https://www.eduonix.com/courses/Web-Development/learn-top-ten-frameworks-in-php-by-building-projects) - Eduonix Learning Solutions *(account or email address required)* 1140 | * [Object-Oriented PHP For Beginners](https://www.youtube.com/playlist?list=PLFHz2csJcgk-7hgKrjUa_IP5YCLE4vJhV) - Dary Nazar (Code with Dary) 1141 | * [Object Oriented PHP Tutorial](https://www.youtube.com/playlist?list=PL4cUxeGkcC9hNpT-yVAYxNWOmxjxL51Hy) - Shaun Pelling (The Net Ninja) 1142 | * [PHP (\& MySQL) Tutorial for Beginners](https://www.youtube.com/playlist?list=PL4cUxeGkcC9gksOX3Kd9KPo-O68ncT05o) - Shaun Pelling (The Net Ninja) 1143 | * [PHP & MySQL Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWrjkpK2zD4TWKWMWVfeYK-b) - The Bad Tutorials (2015) 1144 | * [PHP Basics](https://www.youtube.com/playlist?list=PLfdtiltiRHWHjTPiFDRdTOPtSyYfz3iLW ) - Codecourse 1145 | * [PHP Courses for Beginner](https://www.learn-php.org) - Learn-PHP.org 1146 | * [PHP for beginners](https://www.youtube.com/playlist?list=PLFHz2csJcgk_fFEWydZJLiXpc9nB1qfpi) - Dary Nazar (Code with Dary) 1147 | * [PHP OOP Tutorials](https://www.youtube.com/playlist?list=PL0eyrZgxdwhypQiZnYXM7z7-OTkcMgGPh) - Dani Krossing 1148 | * [PHP Programming Language Tutorial - Full Course](https://www.youtube.com/watch?v=OK_JCtrrv-c) - freeCodeCamp.org (2018) 1149 | * [PHP Tutorial](https://www.tutorialrepublic.com/php-tutorial/) - TutorialRepublic 1150 | * [PHP Tutorials](https://www.youtube.com/playlist?list=PL0eyrZgxdwhwBToawjm9faF1ixePexft-) - Dani Krossing 1151 | * [Use PHP to Create an MVC Framework - Full Course](https://www.youtube.com/watch?v=6ERdu4k62wI) - Zura Sekhniashvili (freeCodeCamp.org) 1152 | 1153 | 1154 | ### PLC - Programmable logic controllers 1155 | 1156 | * [Learning motion control and IO with Beckhoff TwinCAT PLCs](https://www.youtube.com/playlist?list=PLE1CU6EebvTD29gsHo1djsKU7J5Dtp0Bn) - Evan Jensen (YouTube) 1157 | * [Learning PLCs with Structured Text](https://www.youtube.com/playlist?list=PLE1CU6EebvTCJCMIUOSWgMseMaW-2k5zH) - Evan Jensen (YouTube) 1158 | * [PLC programming using TwinCAT 3](https://www.youtube.com/playlist?list=PLimaF0nZKYHz3I3kFP4myaAYjmYk1SowO) - Jakob Sagatowski (YouTube) 1159 | 1160 | 1161 | ### Processing 1162 | 1163 | * [Learning Processing: A Beginner's Guide to Programming Images, Animation, and Interaction](https://www.youtube.com/c/TheCodingTrain/playlists?view=50&sort=dd&shelf_id=10) - The Coding Train 1164 | 1165 | 1166 | ### Python 1167 | 1168 | * [An Introduction to Interactive Programming in Python (Part 1)](https://www.coursera.org/learn/interactive-python-1) (Coursera) 1169 | * [An Introduction to Interactive Programming in Python (Part 2)](https://www.coursera.org/learn/interactive-python-2) (Coursera) 1170 | * [Automate with Python - Full course for Beginners](https://www.youtube.com/watch?v=PXMJ6FS7llk) - FreeCodeCamp 1171 | * [Bento Python Learning Track](https://bento.io/topic/python) (Bento) 1172 | * [Berkeley's Structure and Interpretation of Computer Programs](https://cs61a.org) 1173 | * [Codesdope](https://www.codesdope.com/python-introduction) 1174 | * [CS50's Introduction to Programming Using Python](https://cs50.harvard.edu/python/) - David J. Malan (Harvard OpenCourseWare and edX) 1175 | * [Data Structures And Algorithms In Python](https://www.youtube.com/playlist?list=PLrk5tgtnMN6TYBW0-U4YhIRyYEVpqVEnJ) - Coding Ninjas 1176 | * [Django Wednesdays](https://www.youtube.com/playlist?list=PLCC34OHNcOtqW9BJmgQPPzUpJ8hl49AGy) - Codemy.com 1177 | * [Fork Python](https://practice.geeksforgeeks.org/courses/fork-python) (GeeksForGeeks) 1178 | * [Google's Python Course](https://developers.google.com/edu/python/) 1179 | * [Introduction to Computer Science and Programming](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-00sc-introduction-to-computer-science-and-programming-spring-2011/) (MIT's opencourseware) 1180 | * [Introduction to Python](https://docs.microsoft.com/en-us/learn/modules/intro-to-python) (Microsoft Docs) 1181 | * [Introduction to Python Basics for Data Science](https://dphi.tech/learn/introduction-to-python-basics-for-data-science) (DPhi) 1182 | * [Introduction to Python Programming](https://www.udacity.com/course/introduction-to-python--ud1110) (Udacity) 1183 | * [Introduction To Python Programming](https://www.udemy.com/course/pythonforbeginnersintro/) - Avinash Jain, The Codex (Udemy) 1184 | * [Introduction to Scripting in Python Specialization](https://www.coursera.org/specializations/introduction-scripting-in-python) (Coursera) 1185 | * [Learn Python](https://pythonspot.com) 1186 | * [Learn Python - Free Interactive Python Tutorial](https://www.learnpython.org) 1187 | * [Learn Python For Free](https://scrimba.com/learn/python) - Olof Paulson (Scrimba) 1188 | * [Learn Python From Scratch](https://www.udemy.com/learn-python-from-scratch-w/) - MD. Hasanur Rahaman Hasib (Udemy) 1189 | * [Learn Python Programming](https://www.programiz.com/python-programming) - Programiz 1190 | * [Learn Python Programming - Python Course](https://www.youtube.com/watch?v=f79MRyMsjrQ) - Programming With Mosh 1191 | * [Learn Python Tutorial](https://www.kaggle.com/learn/python) (Kaggle) 1192 | * [Learn to program in Python](https://www.codecademy.com/learn/python) 1193 | * [Learn to Program: The Fundamentals](https://www.coursera.org/learn/learn-to-program) (Coursera) 1194 | * [Practical Python: An Immersive Python Course](https://practical.learnpython.dev) - Nina Zakharenko 1195 | * [Practical Python Programming](https://dabeaz-course.github.io/practical-python/) - David Beazley 1196 | * [Problem Solving, Python Programming, and Video Games](https://www.coursera.org/learn/problem-solving-programming-video-games) - Duane Szafron, Paul Lu (Coursera) 1197 | * [Programming, Data Structures And Algorithms Using Python](https://nptel.ac.in/courses/106/106/106106145/) - Prof. Madhavan Mukund (NPTEL) 1198 | * [Programming Foundations with Python](https://www.udacity.com/course/programming-foundations-with-python--ud036) (Udacity) 1199 | * [Python 101 – Introduction to Programming](https://www.tutorialspoint.com/python_101_andndash_introduction_to_programming/index.asp) - Zenva (Tutorials Point) 1200 | * [Python 3](https://www.sololearn.com/Course/Python/) (SoloLearn) 1201 | * [Python And Cryptocurrency: Build 5 Real World Applications](https://www.udemy.com/course/coinmarketcap/) Ian Annase (Udemy) 1202 | * [Python Built in Functions A to Z Tutorial and Examples](https://www.youtube.com/playlist?list=PLrJGwAG1U62RW_hGGnk7xXG0LciHkT54X) - Brainy Things 1203 | * [Python Course](https://www.python-course.eu) 1204 | * [Python Course from scratch](https://scrimba.com/playlist/pNpZMAB) - Olaf Paulson (scrimba) 1205 | * [Python Data Analysis](https://www.coursera.org/learn/python-analysis) - Scott Rixner, Joe Warren (Coursera) 1206 | * [Python for Beginners (Full Course)](https://www.youtube.com/playlist?list=PLsyeobzWxl7poL9JTVyndKe62ieoN-MZ3) - Telusko 1207 | * [Python for Data Science, AI & Development](https://www.coursera.org/learn/python-for-applied-data-science-ai) - Joseph Santarcangelo (Coursera) 1208 | * [Python for Everybody](https://www.py4e.com/lessons) (Coursera Reading Materials with YouTube Videos) 1209 | * [Python from Scratch](https://open.cs.uwaterloo.ca/python-from-scratch/) - Centre for Education in Math and Computing (University of Waterloo) 1210 | * [Python GUI's With TKinter](https://youtube.com/playlist?list=PLCC34OHNcOtoC6GglhF3ncJ5rLwQrLGnV) - Codemy.com (YouTube) 1211 | * [Python in 80 minutes](https://www.udemy.com/course/learn-python-in-80-minutes/) - Muhammed Ali Dilek (Udemy) 1212 | * [Python Learn Course](https://www.kaggle.com/learn/python) - Colin Morris (Kaggle) 1213 | * [Python OOP : Object Oriented Programming in Python](https://www.udemy.com/course/object-oriented-python-programming/) - Deepali Srivastava (Udemy) 1214 | * [Python OOP Tutorials - Working with Classes](https://www.youtube.com/playlist?list=PL-osiE80TeTsqhIuOqKhwlXsIBIdSeYtc) - Corey Schafer 1215 | * [Python Pandas For Your Grandpa](https://www.gormanalysis.com/blog/python-pandas-for-your-grandpa/) - Ben Gorman 1216 | * [Python Programming Essentials](https://www.coursera.org/learn/python-programming) - Scott Rixner, Joe Warren (Coursera) 1217 | * [Python Programming From Scratch With Practicals](https://www.tutorialspoint.com/python_programming_from_scratch_with_practicals/index.asp) - Sundeep Saradhi Kanthety (Tutorials Point) 1218 | * [Python Programming Language](https://www.geeksforgeeks.org/python-programming-language/) (Geeks for Geeks) 1219 | * [Python Programming MOOC 2022](https://programming-22.mooc.fi) - University of Helsinki 1220 | * [Python Programming Tutorial](https://www.youtube.com/playlist?list=PL_RGaFnxSHWpX_byHyTEj9hecPngl2DqR) 1221 | * [Python Programming Tutorials](https://www.youtube.com/playlist?list=PLzMcBGfZo4-mFu00qxl0a67RhjjZj3jXm) - Tech With Tim 1222 | * [Python Tutorial - Python for Beginners [Full Course]](https://www.youtube.com/watch?v=_uQrJ0TkZlc) - Moshfegh Hamedani (Programming with Mosh) 1223 | * [Python tutorial for beginners](https://www.youtube.com/playlist?list=PLK8cqdr55Tss0puRoHDBagvj7Qjin9axl) - ProgrammingWithHarry 1224 | * [Python Tutorial for Beginners - Learn Python in 5 Hours \[FULL COURSE\]](https://www.youtube.com/watch?v=t8pPdKYpowI) - Nana Janashia (TechWorld with Nana) 1225 | * [Python Tutorial For Beginners (With Notes)](https://www.youtube.com/watch?v=EyEqWFvLDT8) - ProgrammingWithHarry 1226 | * [Python Tutorials](https://www.youtube.com/playlist?list=PLTjRvDozrdlxj5wgH4qkvwSOdHLOCx10f) - Programming with Mosh (YouTube) 1227 | * [Python Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTt2d9bfVyTiXJA-UTHn6WwU) - Corey Schafer 1228 | * [Python Tutorials](https://youtube.com/playlist?list=PLWKjhJtqVAbnqBxcdjVGgT3uVR10bzTEB) - freeCodeCamp.org 1229 | * [SoloLearn](https://www.sololearn.com/Course/Python/) 1230 | * [The Python Tutorial](https://docs.python.org/3/tutorial/) 1231 | * [Using Python for Research](https://www.edx.org/course/using-python-for-research) (edX Harvard) 1232 | 1233 | 1234 | #### Django 1235 | 1236 | * [Django 3.0 Crash Course Tutorials \| Customer Management App](https://www.youtube.com/playlist?list=PL-51WBLyFTg2vW-_6XBoUpE7vpmoR3ztO) - Dennis Ivy 1237 | * [Django for Everybody](https://www.dj4e.com) - Charles R. Severence 1238 | * [Django Tutorial for Beginners](https://www.youtube.com/playlist?list=PLsyeobzWxl7r2ukVgTqIQcl-1T0C2mzau) - Navin Reddy 1239 | * [Django tutorial for Beginners](https://www.youtube.com/playlist?list=PLK8cqdr55Tsv-D2HMdrnD32oOVBNvmxjr) - ProgrammingWithHarry 1240 | * [Django Tutorial for Beginners (2021)](https://www.youtube.com/watch?v=rHux0gMZ3Eg) - Moshfegh Hamedani (Programming with Mosh) 1241 | * [Django Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTtoQCKZ03TU5fNfx2UY6U4p) - Corey Schafer 1242 | * [Django Tutorials for Beginners](https://www.youtube.com/playlist?list=PLK8cqdr55Tsv-D2HMdrnD32oOVBNvmxjr) - Programming With Harry(English) 1243 | * [Django Wedensdays](https://www.youtube.com/playlist?list=PLCC34OHNcOtqW9BJmgQPPzUpJ8hl49AGy) - Codemy.com (YouTube) 1244 | * [Python Django Tutorial 2018 for Beginners](https://www.youtube.com/playlist?list=PL-J2q3Ga50oOpni_xS2PPUe4mf9lM96dD) - Clever Programmer 1245 | * [Python Django Tutorial 2021](https://www.youtube.com/playlist?list=PL-51WBLyFTg1pUMaTJ4WSgnyvWfLGmwDm) - Dennis Ivy 1246 | * [Try Django 3.2 - Python Web Development Tutorial Series](https://www.youtube.com/playlist?list=PLEsfXFp6DpzRMby_cSoWTFw8zaMdTEXgL) - Justin Mitchel, CodingEntrepreneurs 1247 | 1248 | 1249 | #### Flask 1250 | 1251 | * [Flask Fridays](https://www.youtube.com/playlist?list=PLCC34OHNcOtolz2Vd9ZSeSXWc8Bq23yEz) - Codemy.com (YouTube) 1252 | * [Flask Tutorials](https://www.youtube.com/playlist?list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH) - Corey Schafer 1253 | * [Flask Tutorials](https://www.youtube.com/playlist?list=PLzMcBGfZo4-n4vJJybUVV3Un_NFS5EOgX) - Tech with Tim 1254 | 1255 | 1256 | #### Jupyter 1257 | 1258 | * [Jupyter Tutorials](https://youtube.com/playlist?list=PL1m-6MPBNAZfF-El7BzqaOrCrTBRgH1Nk) - Emyrrich (Youtube) 1259 | 1260 | 1261 | ### QB64 1262 | 1263 | * [Game Programming with QB64](http://qb64sourcecode.com) - Terry Ritchie 1264 | 1265 | 1266 | ### R 1267 | 1268 | * [R Basics - R Programming Language Introduction](https://www.udemy.com/course/r-basics/) - R-Tutorials Training (Udemy) 1269 | * [R Programming](https://www.coursera.org/course/rprog) 1270 | * [R Programming Tutorial](https://www.youtube.com/watch?v=_V8eKsto3Ug) - Barton Poulson (freeCodeCamp) 1271 | * [R Tutorial For Beginners \| Edureka](https://www.youtube.com/watch?v=fDRa82lxzaU) - Edureka! 1272 | 1273 | 1274 | ### Redis 1275 | 1276 | * [Learning Redis Tutorial](https://www.youtube.com/playlist?list=PLTgRMOcmRb3Mt3iBO2eosx5vXHeaM92TG) - Packt Video 1277 | * [Redis Beginner Tutorials](https://www.youtube.com/playlist?list=PLhW3qG5bs-L8n1fsiT8z_VnDhnUk4vaVq) - Automation Step by Step 1278 | * [Redis CLI Course](https://www.youtube.com/playlist?list=PLhfxuQVMs-nw6wu3HaD4YcO6wlF0AXMkp) - Daily Code Buffer 1279 | * [Redis Crash Course](https://www.youtube.com/playlist?list=PLoAsubXIl8uKqhvGFeH8g_gzHPwyFoVJQ) - CodeWithTim 1280 | * [Redis Data Types](https://www.youtube.com/playlist?list=PL83Wfqi-zYZEnzA9nguVbC-USbBIlRG0y) - Redis 1281 | * [Redis Stack](https://www.youtube.com/playlist?list=PL83Wfqi-zYZFIQyTMUU6X7rPW2kVV-Ppb) - Redis 1282 | * [Redis Tutorial for Beginners](https://www.youtube.com/playlist?list=PLS1QulWo1RIYZZxQdap7Sd0ARKFI-XVsd) - ProgrammingKnowledge 1283 | 1284 | 1285 | ### Robotics 1286 | 1287 | * [Free Robotics Course For School Students Certified Course By Coding Blocks Junior](https://youtube.com/playlist?list=PLhLbJ9UoJCvtlCNamtuDay41AG0JhQBKU) - CodingBlocks Junior 1288 | * [Introduction to RTOS](https://www.youtube.com/playlist?list=PLEBQazB0HUyQ4hAPU1cJED6t3DU0h34bz) - Shawn Hymel, Digi-Key (YouTube) 1289 | * [Robotics 1](https://www.youtube.com/playlist?list=PLAQopGWlIcyaqDBW1zSKx7lHfVcOmWSWt) - A. De Luca 1290 | 1291 | 1292 | ### Ruby 1293 | 1294 | * [Agile Development Using Ruby on Rails - Advanced](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-2x#!) 1295 | * [Agile Development Using Ruby on Rails - Basics](https://www.edx.org/course/agile-development-using-ruby-rails-uc-berkeleyx-cs169-1x#!) 1296 | * [An Introduction to Ruby Programming Language](https://www.researchgate.net/publication/322222154_An_Introduction_to_Ruby_Programming_Language) - Ali Tourani (HTML, PDF) 1297 | * [Full Stack Ruby on Rails](https://www.theodinproject.com/paths/full-stack-ruby-on-rails) - The Odin Project 1298 | * [Learn how to program: Ruby](https://www.learnhowtoprogram.com/ruby) - Epicodus Inc. 1299 | * [Learn Rails: Quickly Code, Style and Launch 4 Web Apps](https://www.udemy.com/course/learn-rails) - Adam Eubanks (Udemy) 1300 | * [Learn Ruby](https://www.learnrubyonline.org) 1301 | * [RESTful API with Ruby On Rails 5](https://www.udemy.com/course/restful-api-with-ruby-on-rails-5/) - Udemy 1302 | * [Ruby on Rails a Beginners Guide](https://www.udemy.com/course/ruby-on-rails-a-beginners-guide-free) - Stephen Chesnowitz (Udemy) 1303 | * [Ruby Tutorial](https://www.w3resource.com/ruby/) 1304 | 1305 | 1306 | ### Rust 1307 | 1308 | * [Intro to Rust](https://www.youtube.com/playlist?list=PLJbE2Yu2zumDF6BX6_RdPisRVHgzV02NW) - Tensor Programming 1309 | * [Learn Rust from scratch](https://www.educative.io/courses/learn-rust-from-scratch) - Educative.io 1310 | * [Rust Basics](https://www.youtube.com/playlist?list=PLlcnQQJK8SUjApd95LIcd3K9XXmE-IeCS) - Engineer Man 1311 | * [Rust Crash Course](https://www.youtube.com/watch?v=zF34dRivLOw) - Traversy Media 1312 | * [Rust Programming Tutorial](https://www.youtube.com/playlist?list=PLzMcBGfZo4-nyLTlSRBvo0zjSnCnqjHYQ) - Tech With Tim 1313 | * [Rust Projects](https://www.youtube.com/playlist?list=PLJbE2Yu2zumDD5vy2BuSHvFZU0a6RDmgb) - Tensor Programming 1314 | * [Rust Tutorial](https://www.youtube.com/playlist?list=PLLqEtX6ql2EyPAZ1M2_C0GgVd4A-_L4_5) - Doug Milford 1315 | * [Take your first steps with Rust](https://learn.microsoft.com/en-us/training/paths/rust-first-steps/) - Microsoft.com 1316 | 1317 | 1318 | ### Spark 1319 | 1320 | * [Learn Spark](https://www.udacity.com/course/learn-spark-at-udacity--ud2002) - David Drummond, Judit Lantos (Udacity) 1321 | * [Spark Tutorial \| Spark Tutorial for Beginners \| Apache Spark Full Course - Learn Apache Spark 2020](https://www.youtube.com/watch?v=zC9cnh8rJd0) Great Learning 1322 | 1323 | 1324 | ### Scala 1325 | 1326 | * [Functional Programming in Scala Specialization](https://www.coursera.org/course/reactive) 1327 | 1328 | 1329 | ### Security 1330 | 1331 | * [Computer Systems Security](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-858-computer-systems-security-fall-2014) - Prof. Nickolai Zeldovich (MIT OpenCourseWare) 1332 | * [Ethical Hacking](https://www.hacker101.com/videos) - Hacker101 1333 | * [Ethical Hacking - Basics (Kali 2021)](https://www.udemy.com/course/ethical-hacking-basics-kali-20211) - Arthur Salmon (Udemy) 1334 | * [Ethical Hacking - SQL Injection Attack](https://www.udemy.com/course/sql-injection-ethical-hacking) - Sunil K. Gupta, Knowledge Aacademy (Udemy) 1335 | * [Ethical Hacking for beginners: Beginner to Advance](https://www.udemy.com/course/ethical-hacking-for-beginners-beginner-to-advance) - PaceIT Academy (Udemy) 1336 | * [Ethical Hacking from Scratch - The Complete Course](https://www.udemy.com/course/ethical-hacking-by-digiflax) - DIGIFLAX E-LEARNING (Udemy) 1337 | * [Ethical Hacking Kali Linux Command Line (CLI) Hands-On](https://www.udemy.com/course/kali-linux-command-line-cli-hands-on) - Musab Zayadneh (Udemy) 1338 | * [Ethical hacking with Hak5 devices](https://www.udemy.com/course/ethical-hacking-with-hak5-devices) - David Bombal (Udemy) 1339 | * [Foundations of Hacking and Pentesting Android Apps](https://www.udemy.com/course/foundations-of-hacking-and-pentesting-android-apps) - Scott Cosentino (Udemy) 1340 | * [Introduction to Dark Web, Anonymity and Cryptocurrency](https://www.udemy.com/course/introduction-to-dark-web-anonymity-and-cryptocurrency) - Rajneesh Gupta (Udemy) 1341 | * [Introduction to Information Security](https://www.udacity.com/course/intro-to-information-security--ud459) - Wenke Lee, Mustaque Ahamad, Catherine Gamboa (Udacity) 1342 | * [Learn Ethical Haacking From Scratch](https://www.udemy.com/course/learn-ethical-haacking-from-scratch) - Uzma Aslam (Udemy) 1343 | * [Linux for Hackers and Pentesters](https://www.udemy.com/course/linux-for-hackers-and-pentesters) - Rajneesh Gupta (Udemy) 1344 | * [Modern Binary Exploitation](https://github.com/RPISEC/MBE) - RPISEC 1345 | * [Stanford Cryptography I](https://www.coursera.org/course/crypto) - Dan Boneh 1346 | * [Stanford Cryptography II](https://www.coursera.org/course/crypto2) - Dan Boneh 1347 | * [Start Ethical Hacking with Parrot Security OS (Alt. to Kali)](https://www.udemy.com/course/ethical-hacking-with-parrot-security-os) - Seyed Farshid Miri (Udemy) 1348 | * [The Complete Cyber Security & Hacking Course](https://academy.ehacking.net/p/cyber-security-training-hacking-course) - INSEC-TECHS (EH Academy) 1349 | * [WireShark for Ethical Hacking](https://www.udemy.com/course/wireshark-for-ethical-hacking-new) - Musab Zayadneh (Udemy) 1350 | * [Zero to Hero: A Practical Network Penetration Testing Course](https://www.youtube.com/playlist?list=PLLKT__MCUeiwBa7d7F_vN1GUwz_2TmVQj) - The Cyber Mentor 1351 | 1352 | 1353 | ### Software Engineering 1354 | 1355 | * [Cypress In 3 Hours](https://www.youtube.com/watch?v=jX3v3N6oN5M) - LambdaTest 1356 | * [Robot Framework Tutorial](https://www.youtube.com/playlist?list=PLL34mf651faORDOyJrk0E6k9FM-wKgfPV) - Software Testing Mentor 1357 | * [Selenium Full Course- Learn Selenium in 12 Hours](https://www.youtube.com/watch?v=FRn5J31eAMw) - Edureka 1358 | * [Selenium WebDriver Tutorial](https://www.youtube.com/playlist?list=PLL34mf651faPB-LyEP0-a7Avp_RHO0Lsm) - Software Testing Mentor 1359 | 1360 | 1361 | ### Solidity 1362 | 1363 | * [Learn Solidity](https://youtube.com/playlist?list=PL16WqdAj66SCOdL6XIFbke-XQg2GW_Avg) - Will it Scale (YouTube) 1364 | * [MASTER Solidity for Blockchain](https://youtube.com/playlist?list=PLS5SEs8ZftgVnWHv2_mkvJjn5HBOkde3g) - Dapp University (YouTube) 1365 | * [Solidity 101](https://www.youtube.com/playlist?list=PLYORQHvGMg-WS5r8UjaWnnAeCHTH3wRaF) - Secureum 1366 | * [Solidity 201](https://www.youtube.com/playlist?list=PLYORQHvGMg-V9w6UZ_YOQYjG5NPqnRwdc) - Secureum 1367 | * [Solidity Tutorial](https://www.youtube.com/playlist?list=PLbbtODcOYIoE0D6fschNU4rqtGFRpk3ea) - EatTheBlocks 1368 | * [Solidity Tutorial - A Full Course on Ethereum, Blockchain Development, Smart Contracts, and the EVM](https://www.youtube.com/watch?v=ipwxYa-F1uY) - Gregory McCubbin @ freeCodeCamp.org & Dapp University (YouTube) 1369 | 1370 | 1371 | ### Swift 1372 | 1373 | * [100 days of Swift](https://www.hackingwithswift.com/100) - Hacking With Swift 1374 | * [Build Great IOS Apps (Swift)](https://www.udemy.com/course/build-great-ios-apps-with-swift/) - Hamad Fouad (Udemy) 1375 | * [Data Structures and Algorithms in Swift](https://www.udacity.com/course/data-structures-and-algorithms-in-swift--ud1011) - Udacity 1376 | * [How To Make An App For Beginners (iOS/Swift - 2019)](https://www.udemy.com/how-to-make-an-app-for-beginners-iosswift-2019/) - Chris Ching (Udemy) 1377 | * [iOS Development Course - Use Swift 5 and UIKit to Build a Netflix Clone](https://www.youtube.com/watch?v=KCgYDCKqato) - freeCodeCamp.org 1378 | * [Learn Swift](https://www.youtube.com/playlist?list=PLMRqhzcHGw1ZqzYnpIuQAn2rcjhOtbqGX) - CodeWithChris 1379 | * [Learn Swift 4](https://www.sololearn.com/learning/1075) - *Registration required* 1380 | * [Server-Side Swift](https://www.udacity.com/course/server-side-swift--ud1031) - Jarrod Parkes, Nic Jackson (Udacity) 1381 | * [Swift 5 for Beginners](https://www.youtube.com/playlist?list=PL5PR3UyfTWvfacnfUsvNcxIiKIgidNRoW) - iOS Academy 1382 | * [Swiftris - Build an iOS Tetris app from scratch](https://www.bloc.io/swiftris-build-your-first-ios-game-with-swift) 1383 | * [What Is Swift UI? Easy Steps Building Your first SwiftUI app](https://www.udemy.com/course/what-is-swift-ui-part-1/) - Matthew Harding (Udemy) 1384 | 1385 | 1386 | #### Vapor 1387 | 1388 | * [Vapor University](https://vapor.university) 1389 | 1390 | 1391 | ### System Design 1392 | 1393 | * [System Design](https://www.youtube.com/playlist?list=PLMCXHnjXnTnvo6alSjVkgxV-VH6EPyvoX) - Gaurav Sen 1394 | * [System Design Primer Course](https://www.youtube.com/playlist?list=PLTCrU9sGyburBw9wNOHebv9SjlE4Elv5a) - sudoCODE 1395 | 1396 | 1397 | ### Terraform 1398 | 1399 | * [terraform + AWS](https://www.udemy.com/course/terraform-aws) - Rohit Abraham (Udemy) 1400 | * [Terraform + GCP](https://www.udemy.com/course/terraform-gcp) - Rohit Abraham (Udemy) 1401 | * [Terraform 101](https://www.udemy.com/course/terraform-101) - Jacob Jones (Udemy) 1402 | * [Terraform on Azure - Basic Tutorial](https://www.udemy.com/course/terraform-on-azure-basic-tutorial) - Rahul Sawant (Udemy) 1403 | * [Terraform Tutorial for Beginners](https://www.youtube.com/watch?v=YcJ9IeukJL8) - KodeKloud 1404 | * [Terraform tutorial for beginners Videos in English by Techworld with Murali](https://www.youtube.com/playlist?list=PLuJTeEt6HH9fUj7oRRLT0g1ttVl--Fv1T) - Murali 1405 | * [Terraform Tutorials](https://www.youtube.com/playlist?list=PL2qzCKTbjutKff_ns750TFESQc44nlULv) - Narendra 1406 | 1407 | 1408 | ### Theory 1409 | 1410 | * [Automata Theory](https://online.stanford.edu/courses/soe-ycsautomata-automata-theory) 1411 | * [Formal Languages & Automata Theory](https://www.youtube.com/playlist?list=PLLvKknWU7N4zvTGcw9N2_7eZSTTkryb0U) - Lalit Vashistha 1412 | * [Intro to Theoretical Computer Science](https://www.udacity.com/course/intro-to-theoretical-computer-science--cs313) (Udacity) 1413 | 1414 | 1415 | ### TypeScript 1416 | 1417 | * [Beginner's Typescript](https://www.totaltypescript.com/tutorials/beginners-typescript) - Matt Pocock 1418 | * [ES6 and Typescript Tutorial](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhI0V5mE9Vu6Nm-nap8EcjV) - Codevolution, Vishwas Gopinath (YouTube) 1419 | * [Introduction to TypeScript](https://www.udemy.com/typescript/) - Daniel Stern (Udemy) 1420 | * [Learn TypeScript](https://www.codecademy.com/learn/learn-typescript) - (CodeAcademy) 1421 | * [TypeScript Course for Beginners- Learn TypeScript from Scratch!](https://www.youtube.com/watch?v=BwuLxPH8IDs) - Academind (Youtube) 1422 | * [TypeScript Fast Crash Course](https://www.udemy.com/typescript-fast-crash-course/) - Edwin Diaz, Coding Faculty Solutions (Udemy) 1423 | * [TypeScript Tutorial for Beginners - 2022](https://www.youtube.com/watch?v=d56mG7DezGs) - Programming with Mosh (Youtube) 1424 | 1425 | 1426 | #### Angular 1427 | 1428 | > :information_source: See also … [AngularJS](#angularjs) 1429 | 1430 | * [Angular 12 / 13 tutorial](https://www.youtube.com/playlist?list=PL8p2I9GklV47eNpoo4Fr6fkags72a8F0v) - Code Step By Step 1431 | * [Angular 12 Course](https://www.youtube.com/playlist?list=PLjsBk8SIQEi-RqkglLcn19TaeeopcuDXV) - Slobodan Gajic 1432 | * [Angular 6 Tutorials](https://www.youtube.com/playlist?list=PLYxzS__5yYQlqCmHqDyW3yo5V79C7eaTe) - codedamn (YouTube) 1433 | * [Angular Complete Course Guide](https://youtube.com/playlist?list=PL_euSNU_eLbeAJxvVdJn5lhPWX9IWHhxs) - Leela Web Dev (YouTube) 1434 | * [Angular Courses](https://www.youtube.com/playlist?list=PLTjRvDozrdlxAhsPP4ZYtt3G8KbJ449oT) - Moshfegh Hamedani (Programming with Mosh) 1435 | * [Angular Crash Course 2021](https://www.youtube.com/watch?v=3dHNOWTI7H8) - Brad Traversy, Traversy Media (YouTube) 1436 | * [Angular Fast Crash Course](https://www.udemy.com/angular-fast-crash-course/) - Edwin Diaz, Coding Faculty Solutions (Udemy) 1437 | * [Angular for Beginners](https://www.udemy.com/course/angular-for-beginners-course/) - Angular University (Udemy) 1438 | * [Angular Tutorial For Beginners](https://www.youtube.com/playlist?list=PLC3y8-rFHvwhBRAgFinJR8KHIrCdTkZcZ) - Codevolution (YouTube) 1439 | * [Angular Tutorial for Beginners - Web Framework with Typescript Course](https://www.youtube.com/watch?v=AAu8bjj6-UI) - Slobodan Gajic, freeCodeCamp 1440 | * [Learn Angular 5 from Scratch](https://www.udemy.com/course/angular-5/) - Gary Simon (Udemy) 1441 | 1442 | 1443 | #### Deno 1444 | 1445 | * [Deno Beginner](https://denobeginner.com) - Ahmad Awais (email address *required*) 1446 | * [Deno Course - Better than Node.js?](https://www.youtube.com/watch?v=TQUy8ENesGY) - The Codeholic, freeCodeCamp (YouTube) 1447 | 1448 | 1449 | ### Verilog / VHDL / SystemVerilog 1450 | 1451 | * [nand2tetris](https://www.nand2tetris.org) - Shimon Schocken, Noam Nisan (Coursera) 1452 | * [SOC Verification Using SystemVerilog](http://verificationexcellence.in/online-courses/soc-verification-using-systemverilog) 1453 | * [SystemVerilog - Learn basics of SystemVerilog for Hardware Verification](https://verificationexcellence.teachable.com/p/learn-systemverilog) 1454 | * [SystemVerilog based UVM Methodology - Learn to build UVM based Testbenches in SystemVerilog](https://verificationexcellence.teachable.com/p/learn-ovm-uvm) 1455 | 1456 | 1457 | ### Web Development 1458 | 1459 | * [ASP.NET Core Tutorial For Beginners](https://www.youtube.com/playlist?list=PL6n9fhu94yhVkdrusLaQsfERmL_Jh4XmU) - Venkat (Pragim Technologies) 1460 | * [Command Line Power User - for web developers](https://commandlinepoweruser.com) - WesBos (email address *required*) 1461 | * [Create a Professional Website with Velo by Wix](https://www.codecademy.com/learn/create-a-professional-website-with-velo-by-wix) - Codecademy 1462 | * [CS50’s Web Programming with Python and JavaScript](https://cs50.harvard.edu/web/) - Brian Yu, David J. Malan (edX Harvard CS50) 1463 | * [Developing for Web Accessibility](https://www.w3.org/WAI/tips/developing/) - World Wide Web Consortium Web Accessibility Initiative 1464 | * [Discover Flask - Full Stack Web Development with Flask](https://github.com/realpython/discover-flask) 1465 | * [Essential Nextjs Typescript Tailwind Stack](https://www.youtube.com/playlist?list=PLKEkvhqFCRwL94nLP-TdIfNmbiZk5FCMx) - Fireship, Ben Awad, Traversy Media, Devs Force 1466 | * [Flask(A Python Microframework) Tutorial](http://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world) 1467 | * [Foundations of Front End Web Development](https://www.udemy.com/course/foundations-of-front-end-development/) - Davide Molin (Udemy) 1468 | * [Frontend UI Development with React](https://www.youtube.com/playlist?list=PL0vfts4VzfNgUUEtEjxDVfh4iocVR3qIb) - Jeff Delaney, Fireship.io (YouTube) 1469 | * [Full Stack Foundations](https://www.udacity.com/course/full-stack-foundations--ud088) - by AWS on Udacity 1470 | * [Full stack open](https://fullstackopen.com/en/) - University of Helsinki, Houston Inc., Terveystalo, Elisa, K-ryhmä, Unity Technologies, Konecranes 1471 | * [How to Meet Web Content Accessibility Guidelines (Quick Reference)](https://www.w3.org/WAI/WCAG21/quickref/) - W3C Web Accessibility Initiative 1472 | * [Introduction to Professional Web Development in JavaScript](https://education.launchcode.org/intro-to-professional-web-dev/) - Chris Bay, Jim Flores, Blake Mills, Sally Steuterman, Paul Matthews, Carly Langlois (The LaunchCode Foundation) 1473 | * [Java Web Development](https://education.launchcode.org/java-web-development/) - Chris Bay, Jim Flores, Carly Langlois, Sally Steuterman (The LaunchCode Foundation) 1474 | * [Learn web development](https://developer.mozilla.org/en-US/docs/Learn) - Mozilla Contributors 1475 | * [Programming & Web Development Crash Course](https://www.youtube.com/playlist?list=PLillGF-RfqbYeckUaD1z6nviTp31GLTH8) - Traversy Media 1476 | * [Python Web Scraping & Crawling using Scrapy](https://www.youtube.com/playlist?list=PLhTjy8cBISEqkN-5Ku_kXG4QW33sxQo0t) 1477 | * [React Fundamentals - The Complete Guide For Beginners](https://www.udemy.com/course/react-fundamentals-the-complete-guide-for-beginners/) - Kerim Abdelmouiz (Udemy) 1478 | * [The GraphQL Apollo (with ReactJS, NodeJS and MongoDB)](https://www.udemy.com/course/the-new-graphql-apollo-course-2020) - Mohd. Raqif Warsi (Udemy) 1479 | * [The Odin Project - Learn Web Development for Free](http://www.theodinproject.com) 1480 | * [Web Basics](https://open.cs.uwaterloo.ca/web-basics/) - Centre for Education in Math and Computing (University of Waterloo) 1481 | * [Web Development Course](https://syllabus.migracode.org/courses/introduction-3) - MigraCode Barcelona 1482 | * [Web Development for Beginners - A Curriculum](https://github.com/microsoft/Web-Dev-For-Beginners) - Microsoft 1483 | * [Web Development Tutorials for Beginners](https://www.youtube.com/playlist?list=PLoYCgNOIyGAB_8_iq1cL8MVeun7cB6eNc) - LearnCode.academy 1484 | * [Web Information Retrieval](https://www.youtube.com/playlist?list=PLAQopGWlIcya-9yzQ8c8UtPOuCv0mFZkr) - L. Becchetti, A. Vitaletti (University of Sapienza Rome) 1485 | * [Web Programming](https://open.cs.uwaterloo.ca/web-programming/) - Centre for Education in Math and Computing (University of Waterloo) 1486 | 1487 | 1488 | ### Web3 1489 | 1490 | > :information_source: See also … [Blockchain](#blockchain), [Solidity](#solidity) 1491 | 1492 | * [Learn Blockchain, Solidity, and Full Stack Web3 Development with JavaScript – 32-Hour Course](https://www.youtube.com/watch?v=gyMwXuJrbJQ) - Patrick Collins (freeCodeCamp) 1493 | 1494 | 1495 | ### YAML 1496 | 1497 | * [Complete YAML Course - Beginner to Advanced for DevOps and more!](https://www.youtube.com/watch?v=IA90BTozdow) - Kunal Kushwaha 1498 | 1499 | -- 1500 | 1501 | Still need a motivation to get started today? Here you go: 1502 | * “I don't think much of a man who is not wiser today than he was yesterday.” — Abraham Lincoln 1503 | * “Anyone who stops learning is old, whether at twenty or eighty.” — Henry Ford 1504 | * “The beautiful thing about learning is that nobody can take it away from you.” ― B.B. King 1505 | * “An investment in knowledge pays the best interest.” — Benjamin Franklin 1506 | 1507 | -- 1508 | 1509 | Stay connected for any mentorship or guidance throughout your learning journey: 1510 | 1511 | Muhammad Asadullah 🙏 1512 | * https://linkedin.com/in/asadravian 1513 | * https://dev.to/asadravian 1514 | * https://medium.com/@asadravian 1515 | * https://github.com/asadravian 1516 | * https://twitter.com/asadRavian7 1517 | * https://stackoverflow.com/users/5323892/asadullah 1518 | * https://adplist.org/mentors/muhammad-asadullah-ravian (book 1-1 free online coaching session) 1519 | * https://asad.blog 1520 | 1521 | Best wishes!! just do it and leave no regrets!! 🔥 1522 | --------------------------------------------------------------------------------