├── .DS_Store ├── CONTRIBUTING.md └── README.md /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/fnplus/community-project-ideas/787494e464345161082f08c8f09404982cd2506e/.DS_Store -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | # Contribution guidelines 2 | 3 | Before making a pull request, please make sure of the following: 4 | 5 | * The ideas you want to add do not already exist 6 | * Your tutorial is correctly placed under the appropriate language/technology 7 | * Improvements of the same tutorial are encouraged! 8 | * The pull request needs to have a descriptive title 9 | * If the language/technology of your idea/tutorial does not exist, feel free to create a new entry in table of contents 10 | * Make a separate pull request for each of the tutorial 11 | * Use the following format `[Title](link_to_tutorial)` 12 | * If your tutorial is a multi-part series, use the following format: 13 | 14 | ``` 15 | * Title 16 | * [Part 1](link_to_part_1) 17 | * [Part 2](link_to_part_2) 18 | ``` 19 | * Check the spelling and grammar 20 | * Do the work, write good commit messages, and read the CONTRIBUTING file if there is one 21 | * Remove any trailing whitespaces 22 | * Links must be pointing straight to the tutorials, no URL shorteners. However, if the URL is too long (more than 80 characters), Google URL Shortener is allowed 23 | 24 | Thank you for your suggestions! If you think there is anything to improve with the guidelines, please contact us on [Twitter](https://twitter.com/fnplusofficial) 25 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # community-project-ideas 2 | 3 | To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIBUTING.md) for contribution guidelines. 4 | This repo have been seen by [![HitCount](http://hits.dwyl.io/fnplus/community-project-ideas.svg)](http://hits.dwyl.io/fnplus/community-project-ideas) people starting from 17th May 2019. 5 | 6 | ## Contributors 7 | 8 | [![](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/images/0)](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/links/0)[![](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/images/1)](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/links/1)[![](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/images/2)](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/links/2)[![](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/images/3)](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/links/3)[![](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/images/4)](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/links/4)[![](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/images/5)](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/links/5)[![](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/images/6)](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/links/6)[![](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/images/7)](https://sourcerer.io/fame/xlogix/fnplus/community-project-ideas/links/7) 9 | 10 | ## Table of Contents: 11 | 12 | - [Algorithms](#algorithms) 13 | 14 | - [Android](#android) 15 | 16 | - [AR/VR](#ar-and-vr) 17 | 18 | - [C/C++](#cc) 19 | 20 | - [Flutter](#flutter) 21 | 22 | - [Go](#go) 23 | 24 | - [HTML/CSS](#html-and-css) 25 | 26 | - [Java](#java) 27 | 28 | - [JavaScript](#javascript) 29 | 30 | - [Kotlin](#kotlin) 31 | 32 | - [PHP](#php) 33 | 34 | - [Python (Web Scraping, DL)](#python) 35 | 36 | - [Ruby](#ruby) 37 | 38 | - [R](#r) 39 | 40 | - [Swift](#swift) 41 | 42 | 43 | 44 | ## Algorithms: 45 | 46 | - [All Algorithms implemented in Python](https://github.com/TheAlgorithms/Python) 47 | 48 | - [A collection of algorithms and data structures ](https://github.com/williamfiset/Algorithms) 49 | 50 | 51 | 52 | ## AR/VR: 53 | 54 | - ADD 55 | 56 | ## Android: 57 | 58 | - [Android WiFi Quiz Application](https://nevonprojects.com/mobile-quiz-through-wifi-project/) 59 | 60 | - [Download Manager](https://codinginfinite.com/android-download-manager-example/) 61 | 62 | - [Android Bluetooth Chat](https://nevonprojects.com/android-bluetooth-chat/) 63 | 64 | - [Notes Application with Text, Voice and Text Recognition]() 65 | 66 | 67 | ## C/C++: 68 | 69 | - [Build an Interpreter](http://www.craftinginterpreters.com/) (Chapter 14 on is written in C) 70 | 71 | - [Write a Shell in C](https://brennan.io/2015/01/16/write-a-shell-in-c/) 72 | 73 | - [Write a FUSE Filesystem](https://www.cs.nmsu.edu/~pfeiffer/fuse-tutorial/) 74 | 75 | - [Build Your Own Text Editor](http://viewsourcecode.org/snaptoken/kilo/) 76 | 77 | - [Build Your Own Lisp](http://www.buildyourownlisp.com/) 78 | 79 | - [How to Program an NES Game in C](https://nesdoug.com/) 80 | 81 | - [Write an OS from scratch](https://github.com/tuhdo/os01) 82 | 83 | - [How to create an OS from scratch ](https://github.com/cfenollosa/os-tutorial) 84 | 85 | - [How to Write an Emulator (CHIP-8 interpreter)](http://www.multigesture.net/articles/how-to-write-an-emulator-chip-8-interpreter/) 86 | 87 | - [Beginning Game Programming with C++ and SDL](http://lazyfoo.net/tutorials/SDL/) 88 | 89 | - [Implementing a Key-Value Store](http://codecapsule.com/2012/11/07/ikvs-implementing-a-key-value-store-table-of-contents/) 90 | 91 | - Writing a minimal x86-64 JIT compiler in C++ 92 | 93 | - [Part 1](https://solarianprogrammer.com/2018/01/10/writing-minimal-x86-64-jit-compiler-cpp/) 94 | 95 | - [Part 2](https://solarianprogrammer.com/2018/01/12/writing-minimal-x86-64-jit-compiler-cpp-part-2/) 96 | 97 | - [Build a Live Code-reloader Library for C++](http://howistart.org/posts/cpp/1/index.html) 98 | 99 | - [Write a hash table in C](https://github.com/jamesroutley/write-a-hash-table) 100 | 101 | - [Let's Build a Simple Database](https://cstack.github.io/db_tutorial/) 102 | 103 | - [Let's Write a Kernel](http://arjunsreedharan.org/post/82710718100/kernel-101-lets-write-a-kernel) 104 | 105 | - [Write a Bootloader in C](http://3zanders.co.uk/2017/10/13/writing-a-bootloader/) 106 | 107 | - [Linux Container in 500 Lines of Code](https://blog.lizzie.io/linux-containers-in-500-loc.html) 108 | 109 | - [Write Your Own Virtual Machine](https://justinmeiners.github.io/lc3-vm/) 110 | 111 | - [Learning KVM - Implement Your Own Linux Kernel](https://david942j.blogspot.com/2018/10/note-learning-kvm-implement-your-own.html) 112 | 113 | - Write a C compiler 114 | 115 | - [Part 1: Integers, Lexing and Code Generation](https://norasandler.com/2017/11/29/Write-a-Compiler.html) 116 | 117 | - [Part 2: Unary Operators](https://norasandler.com/2017/12/05/Write-a-Compiler-2.html) 118 | 119 | - [Part 3: Binary Operators](https://norasandler.com/2017/12/15/Write-a-Compiler-3.html) 120 | 121 | - [Part 4: Even More Binary Operators](https://norasandler.com/2017/12/28/Write-a-Compiler-4.html) 122 | 123 | - [Part 5: Local Variables](https://norasandler.com/2018/01/08/Write-a-Compiler-5.html) 124 | 125 | - [Part 6: Conditionals](https://norasandler.com/2018/02/25/Write-a-Compiler-6.html) 126 | 127 | - [Part 7: Compound Statements](https://norasandler.com/2018/03/14/Write-a-Compiler-7.html) 128 | 129 | - [Part 8: Loops](https://norasandler.com/2018/04/10/Write-a-Compiler-8.html) 130 | 131 | - [Implementing a Language with LLVM](https://llvm.org/docs/tutorial/#kaleidoscope-implementing-a-language-with-llvm) 132 | 133 | - [Meta Crush Saga: a C++17 compile-time game](https://jguegant.github.io//jguegant.github.io/blogs/tech/meta-crush-saga.html) 134 | 135 | - [High-Performance Matrix Multiplication](https://gist.github.com/nadavrot/5b35d44e8ba3dd718e595e40184d03f0) 136 | 137 | - Space Invaders from Scratch 138 | 139 | - [Part 1](http://nicktasios.nl/posts/space-invaders-from-scratch-part-1.html) 140 | 141 | - [Part 2](http://nicktasios.nl/posts/space-invaders-from-scratch-part-2.html) 142 | 143 | - [Part 3](http://nicktasios.nl/posts/space-invaders-from-scratch-part-3.html) 144 | 145 | - [Part 4](http://nicktasios.nl/posts/space-invaders-from-scratch-part-4.html) 146 | 147 | - [Part 5](http://nicktasios.nl/posts/space-invaders-from-scratch-part-5.html) 148 | 149 | - [Tetris Tutorial in C++ Platform Independent](http://javilop.com/gamedev/tetris-tutorial-in-c-platform-independent-focused-in-game-logic-for-beginners/) 150 | 151 | - Writing a Linux Debugger 152 | 153 | - [Part 1: Setup](https://blog.tartanllama.xyz/writing-a-linux-debugger-setup/) 154 | 155 | - [Part 2: Breakpoints](https://blog.tartanllama.xyz/writing-a-linux-debugger-breakpoints/) 156 | 157 | - [Part 3: Registers and memory](https://blog.tartanllama.xyz/writing-a-linux-debugger-registers/) 158 | 159 | - [Part 4: Elves and dwarves](https://blog.tartanllama.xyz/writing-a-linux-debugger-elf-dwarf/) 160 | 161 | - [Part 5: Source and signals](https://blog.tartanllama.xyz/writing-a-linux-debugger-source-signal/) 162 | 163 | - [Part 6: Source-level stepping](https://blog.tartanllama.xyz/writing-a-linux-debugger-dwarf-step/) 164 | 165 | - [Part 7: Source-level breakpoints](https://blog.tartanllama.xyz/writing-a-linux-debugger-source-break/) 166 | 167 | - [Part 8: Stack unwinding](https://blog.tartanllama.xyz/writing-a-linux-debugger-unwinding/) 168 | 169 | - [Part 9: Handling variables](https://blog.tartanllama.xyz/writing-a-linux-debugger-variables/) 170 | 171 | - [Part 10: Advanced topics](https://blog.tartanllama.xyz/writing-a-linux-debugger-advanced-topics/) 172 | 173 | ### Network programming 174 | 175 | - Let's Code a TCP/IP Stack 176 | 177 | - [Part 1: Ethernet & ARP](http://www.saminiir.com/lets-code-tcp-ip-stack-1-ethernet-arp/) 178 | 179 | - [Part 2: IPv4 & ICMPv4](http://www.saminiir.com/lets-code-tcp-ip-stack-2-ipv4-icmpv4/) 180 | 181 | - [Part 3: TCP Basics & Handshake](http://www.saminiir.com/lets-code-tcp-ip-stack-3-tcp-handshake/) 182 | 183 | - [Part 4: TCP Data Flow & Socket API](http://www.saminiir.com/lets-code-tcp-ip-stack-4-tcp-data-flow-socket-api/) 184 | 185 | - [Part 5: TCP Retransmission](http://www.saminiir.com/lets-code-tcp-ip-stack-5-tcp-retransmission/) 186 | 187 | - Programming concurrent servers 188 | 189 | - [Part 1 - Introduction](https://eli.thegreenplace.net/2017/concurrent-servers-part-1-introduction/) 190 | 191 | - [Part 2 - Threads](https://eli.thegreenplace.net/2017/concurrent-servers-part-2-threads/) 192 | 193 | - [Part 3 - Event-driven](https://eli.thegreenplace.net/2017/concurrent-servers-part-3-event-driven/) 194 | 195 | - [Part 4 - libuv](https://eli.thegreenplace.net/2017/concurrent-servers-part-4-libuv/) 196 | 197 | - [Part 5 - Redis case study](https://eli.thegreenplace.net/2017/concurrent-servers-part-5-redis-case-study/) 198 | 199 | - [Part 6 - Callbacks, Promises and async/await](https://eli.thegreenplace.net/2018/concurrent-servers-part-6-callbacks-promises-and-asyncawait/) 200 | 201 | ### OpenGL: 202 | 203 | - Creating 2D Breakout game clone in C++ with OpenGL 204 | 205 | - [Breakout](https://learnopengl.com/In-Practice/2D-Game/Breakout) 206 | 207 | - [Setting up](https://learnopengl.com/In-Practice/2D-Game/Setting-up) 208 | 209 | - [Rendering Sprites](https://learnopengl.com/In-Practice/2D-Game/Rendering-Sprites) 210 | 211 | - [Levels](https://learnopengl.com/In-Practice/2D-Game/Levels) 212 | 213 | - Collisions 214 | 215 | - [Ball](https://learnopengl.com/In-Practice/2D-Game/Collisions/Ball) 216 | 217 | - [Collision detection](https://learnopengl.com/In-Practice/2D-Game/Collisions/Collision-detection) 218 | 219 | - [Collision resolution](https://learnopengl.com/In-Practice/2D-Game/Collisions/Collision-resolution) 220 | 221 | - [Particles](https://learnopengl.com/In-Practice/2D-Game/Particles) 222 | 223 | - [Postprocessing](https://learnopengl.com/In-Practice/2D-Game/Postprocessing) 224 | 225 | - [Powerups](https://learnopengl.com/In-Practice/2D-Game/Powerups) 226 | 227 | - [Audio](https://learnopengl.com/In-Practice/2D-Game/Audio) 228 | 229 | - [Render text](https://learnopengl.com/In-Practice/2D-Game/Render-text) 230 | 231 | - [Final thoughts](https://learnopengl.com/In-Practice/2D-Game/Final-thoughts) 232 | 233 | - [Handmade Hero](https://handmadehero.org) 234 | 235 | - [How to Make Minecraft in C++/OpenGL](https://www.youtube.com/playlist?list=PLMZ_9w2XRxiZq1vfw1lrpCMRDufe2MKV_) (video) 236 | 237 | ## Java 238 | 239 | - [Build an Interpreter](http://www.craftinginterpreters.com/) (Chapter 4-13 is written in Java) 240 | 241 | - [Build a Simple HTTP Server with Java](http://javarevisited.blogspot.com/2015/06/how-to-create-http-server-in-java-serversocket-example.html) 242 | 243 | - [Build an Android Flashlight App](https://www.youtube.com/watch?v=dhWL4DC7Krs) (video) 244 | 245 | - [Build a Spring Boot App with User Authentication](https://scotch.io/tutorials/build-a-spring-boot-app-with-user-authentication) 246 | 247 | - [Build a Library Management System in Java Swing](https://www.javatpoint.com/library-management-system-in-java-swing) 248 | 249 | ## JavaScript: 250 | 251 | - [Build 30 things in 30 days with 30 tutorials](https://javascript30.com) 252 | 253 | - [Build an App in Pure JS](https://medium.com/codingthesmartway-com-blog/pure-javascript-building-a-real-world-application-from-scratch-5213591cfcd6) 254 | 255 | - [Build a Jupyter Notebook Extension](https://link.medium.com/wWUO7TN8SS) 256 | 257 | 258 | 259 | ## HTML and CSS: 260 | 261 | - [Build A Loading Screen](https://medium.freecodecamp.org/how-to-build-a-delightful-loading-screen-in-5-minutes-847991da509f) 262 | 263 | - [Build an HTML Calculator with JS](https://medium.freecodecamp.org/how-to-build-an-html-calculator-app-from-scratch-using-javascript-4454b8714b98) 264 | 265 | ### Mobile Application: 266 | 267 | - [Build a React Native Todo Application](https://egghead.io/courses/build-a-react-native-todo-application) 268 | 269 | ### Web Applications: 270 | 271 | #### React: 272 | 273 | - [Create Serverless React.js Apps](http://serverless-stack.com/) 274 | 275 | - [Create a Trello Clone](http://codeloveandboards.com/blog/2016/01/04/trello-tribute-with-phoenix-and-react-pt-1/) 276 | 277 | - [Create a Character Voting App with React, Node, MongoDB and SocketIO](http://sahatyalkabov.com/create-a-character-voting-app-using-react-nodejs-mongodb-and-socketio/) 278 | 279 | - [React Tutorial: Cloning Yelp](https://www.fullstackreact.com/articles/react-tutorial-cloning-yelp/) 280 | 281 | - [Build a Full Stack Movie Voting App with Test-First Development using Mocha, React, Redux and Immutable](https://teropa.info/blog/2015/09/10/full-stack-redux-tutorial.html) 282 | 283 | - [Build a Twitter Stream with React and Node](https://scotch.io/tutorials/build-a-real-time-twitter-stream-with-node-and-react-js) 284 | 285 | - Build a Serverless MERN Story App with Webtask.io 286 | 287 | - [Part 1](https://scotch.io/tutorials/build-a-serverless-mern-story-app-with-webtask-io-zero-to-deploy-1) 288 | 289 | - [Part 2](https://scotch.io/tutorials/build-a-serverless-mern-story-app-with-webtask-io-zero-to-deploy-2) 290 | 291 | - [Build A Simple Medium Clone using React.js and Node.js](https://codeburst.io/build-simple-medium-com-on-node-js-and-react-js-a278c5192f47) 292 | 293 | - [Integrate MailChimp in JS](https://medium.freecodecamp.org/how-to-integrate-mailchimp-in-a-javascript-web-app-2a889fb43f6f) 294 | 295 | - [Build A Chrome Extension with React + Parcel](https://medium.freecodecamp.org/building-chrome-extensions-in-react-parcel-79d0240dd58f) 296 | 297 | - [Build A ToDo App With React Native](https://blog.hasura.io/tutorial-fullstack-react-native-with-graphql-and-authentication-18183d13373a) 298 | 299 | - [Make a Chat Application](https://medium.freecodecamp.org/how-to-build-a-chat-application-using-react-redux-redux-saga-and-web-sockets-47423e4bc21a) 300 | 301 | - [Create a News App with React Native](https://medium.freecodecamp.org/create-a-news-app-using-react-native-ced249263627) 302 | 303 | - [Learn Webpack For React](https://medium.freecodecamp.org/learn-webpack-for-react-a36d4cac5060) 304 | 305 | - [Testing React App With Pupepeteer and Jest](https://blog.bitsrc.io/testing-your-react-app-with-puppeteer-and-jest-c72b3dfcde59) 306 | 307 | - [Build Your Own React Boilerplate](https://medium.freecodecamp.org/how-to-build-your-own-react-boilerplate-2f8cbbeb9b3f) 308 | 309 | - [Code The Game Of Life With React](https://medium.freecodecamp.org/create-gameoflife-with-react-in-one-hour-8e686a410174) 310 | 311 | - [A Basic React+Redux Introductory Tutorial](https://hackernoon.com/a-basic-react-redux-introductory-tutorial-adcc681eeb5e) 312 | 313 | - [Build an Appointment Scheduler](https://hackernoon.com/build-an-appointment-scheduler-using-react-twilio-and-cosmic-js-95377f6d1040) 314 | 315 | - [Build A Chat App with Sentiment Analysis](https://codeburst.io/build-a-chat-app-with-sentiment-analysis-using-next-js-c43ebf3ea643) 316 | 317 | - [Build A Full Stack Web Application Setup](https://hackernoon.com/full-stack-web-application-using-react-node-js-express-and-webpack-97dbd5b9d708) 318 | 319 | #### Angular: 320 | 321 | - [Build an Instagram Clone with Angular 1.x](https://hackhands.com/building-instagram-clone-angularjs-satellizer-nodejs-mongodb/) 322 | 323 | - Build an offline-capable Hacker News client with Angular 2+ 324 | 325 | - [Part 1](https://houssein.me/angular2-hacker-news) 326 | 327 | - [Part 2](https://houssein.me/progressive-angular-applications) 328 | 329 | - [Build a Google+ clone with Django and AngularJS (Angular 1.x)](https://thinkster.io/django-angularjs-tutorial) 330 | 331 | - Build A Beautiful Real World App with Angular 6 : 332 | 333 | - [Part I](https://medium.com/@hamedbaatour/build-a-real-world-beautiful-web-app-with-angular-6-a-to-z-ultimate-guide-2018-part-i-e121dd1d55e) 334 | 335 | - [Build Responsive layout with BootStrap 4 and Angular 6](https://medium.com/@tomastrajan/how-to-build-responsive-layouts-with-bootstrap-4-and-angular-6-cfbb108d797b) 336 | 337 | - ToDo App with Angular 5 338 | 339 | - [Introduction to Angular](http://www.discoversdk.com/blog/intro-to-angular-and-the-evolution-of-the-web) 340 | 341 | - [Part 1](http://www.discoversdk.com/blog/angular-5-to-do-list-app-part-1) 342 | 343 | #### Node: 344 | 345 | - [Build A Simple Website With Node,Express and MongoDB](https://closebrace.com/tutorials/2017-03-02/the-dead-simple-step-by-step-guide-for-front-end-developers-to-getting-up-and-running-with-nodejs-express-and-mongodb) 346 | 347 | - [Build a real-time Markdown Editor with NodeJS](https://scotch.io/tutorials/building-a-real-time-markdown-viewer) 348 | 349 | - [Test-Driven Development with Node, Postgres and Knex](http://mherman.org/blog/2016/04/28/test-driven-development-with-node/) 350 | 351 | - Write a Twitter Bot in Node.js 352 | 353 | - [Part 1](https://codeburst.io/build-a-simple-twitter-bot-with-node-js-in-just-38-lines-of-code-ed92db9eb078) 354 | 355 | - [Part 2](https://codeburst.io/build-a-simple-twitter-bot-with-node-js-part-2-do-more-2ef1e039715d) 356 | 357 | - [Create A Simple RESTFUL Web App](https://closebrace.com/tutorials/2017-03-02/creating-a-simple-restful-web-app-with-nodejs-express-and-mongodb) 358 | 359 | - [Build A Simple Search Bot in 30 minutes](https://medium.freecodecamp.org/how-to-build-a-simple-search-bot-in-30-minutes-eb56fcedcdb1) 360 | 361 | - [Build A Job Scraping Web App](https://medium.freecodecamp.org/how-i-built-a-job-scraping-web-app-using-node-js-and-indreed-7fbba124bbdc) 362 | 363 | #### Vue 364 | 365 | - [Vue 2 + Firebase: How to build a Vue app with Firebase authentication system in 15 minutes](https://medium.com/@anas.mammeri/vue-2-firebase-how-to-build-a-vue-app-with-firebase-authentication-system-in-15-minutes-fdce6f289c3c) 366 | 367 | - [Vue.js Application Tutorial – Creating a Simple Budgeting App with Vue](https://matthiashager.com/complete-vuejs-application-tutorial/) 368 | 369 | - [Build a Blog with Vue, GraphQL and Apollo](https://scotch.io/tutorials/build-a-blog-with-vue-graphql-and-apollo-client) 370 | 371 | - Build a full stack web application using MEVN (MongoDB, Express, Vue, Node) stack 372 | 373 | - [Part 1](https://medium.com/@anaida07/mevn-stack-application-part-1-3a27b61dcae0) 374 | 375 | - [Part 2](https://medium.com/@anaida07/mevn-stack-application-part-2-2-9ebcf8a22753) 376 | 377 | - [Vue.js To-Do List Tutorial (video)](https://www.youtube.com/watch?v=78tNYZUS-ps) 378 | 379 | #### Others (Hapi, Express...): 380 | 381 | - Build a Progressive Web Application (PWA) 382 | 383 | - [Part 1](https://bitsofco.de/bitsofcode-pwa-part-1-offline-first-with-service-worker/) 384 | 385 | - [Part 2](https://bitsofco.de/bitsofcode-pwa-part-2-instant-loading-with-indexeddb/) 386 | 387 | - [Part 3](https://bitsofco.de/bitsofcode-pwa-part-3-push-notifications/) 388 | 389 | - Build A Support Ticket Application With AdonisJs 390 | 391 | - [Part 1](https://scotch.io/tutorials/build-a-support-ticket-application-with-adonisjs) 392 | 393 | - [Part 2](https://scotch.io/tutorials/build-a-support-ticket-application-with-adonisjs-part-2) 394 | 395 | - [Build A Native Desktop App with JS](https://medium.freecodecamp.org/build-native-desktop-apps-with-javascript-a49ede90d8e9) 396 | 397 | - Build a Powerful API with NodeJs,GraphQL and Hapi 398 | 399 | - [Part I](https://medium.com/@wesharehoodies/how-to-setup-a-powerful-api-with-nodejs-graphql-mongodb-hapi-and-swagger-e251ac189649) 400 | 401 | #### D3.js 402 | 403 | - [Learn D3 using examples](https://www.sitepoint.com/d3-js-data-visualizations/) 404 | 405 | - [Learn To Make A Line Chart](https://medium.freecodecamp.org/learn-to-create-a-line-chart-using-d3-js-4f43f1ee716b) 406 | 407 | ### Game Development: 408 | 409 | - [Make 2D Breakout Game using Phaser](https://developer.mozilla.org/en-US/docs/Games/Tutorials/2D_breakout_game_Phaser) 410 | 411 | - Make Flappy Bird in HTML5 and JavaScript with Phaser 412 | 413 | - [Part 1](http://www.lessmilk.com/tutorial/flappy-bird-phaser-1) 414 | 415 | - [Part 2](http://www.lessmilk.com/tutorial/flappy-bird-phaser-2) 416 | 417 | ### Desktop Application: 418 | 419 | - Build a Music Player with React & Electron 420 | 421 | - [Part 1](https://scotch.io/tutorials/build-a-music-player-with-react-electron-i-setup-basic-concepts) 422 | 423 | - [Part 2](https://scotch.io/tutorials/build-a-music-player-with-react-electron-ii-making-the-ui) 424 | 425 | - [Part 3](https://scotch.io/tutorials/build-a-music-player-with-react-electron-iii-bringing-it-all-together) 426 | 427 | - [Build A Desktop Chat App with React and Electron](https://medium.freecodecamp.org/build-a-desktop-chat-app-with-react-electron-and-chatkit-744d168e6f2f) 428 | 429 | ### Miscellaneous: 430 | 431 | - [How to Build a Web Framework in Less Than 20 Lines of Code](https://www.pubnub.com/blog/build-yourself-a-web-framework-in-less-than-20-lines-of-code/) 432 | 433 | - [Build Yourself a Redux](https://zapier.com/engineering/how-to-build-redux/) 434 | 435 | - [How to write your own Virtual DOM](https://medium.com/@deathmood/how-to-write-your-own-virtual-dom-ee74acc13060) 436 | 437 | - [Build A Realtime Serverless GraphQL API with WebSockets on AWS](https://andrewgriffithsonline.com/blog/serverless-websockets-on-aws/) 438 | 439 | 440 | 441 | ## Kotlin: 442 | 443 | - [Keddit - Learn Kotlin While Developing an Android Application](https://medium.com/@juanchosaravia/learn-kotlin-while-developing-an-android-app-introduction-567e21ff9664) 444 | 445 | 446 | 447 | ## Python: 448 | ### Programming Language 449 | - [A Python Interpreter Written in Python_](http://aosabook.org/en/500L/a-python-interpreter-written-in-python.html) 450 | - [Python: _lisp.py: Make your own Lisp interpreter_](http://khamidou.com/compilers/lisp.py/) 451 | - [Simple Iterator-based Parsing_](http://effbot.org/zone/simple-iterator-parser.htm) 452 | - [Simple Top-Down Parsing in Python_](http://effbot.org/zone/simple-top-down-parsing.htm) 453 | - [How to Write a Lisp Interpreter in Python_](http://norvig.com/lispy.html) 454 | - [Let’s Build A Simple Interpreter_](https://ruslanspivak.com/lsbasi-part1/) 455 | - [Make Your Own Simple Interpreted Programming Language_](https://www.youtube.com/watch?v=dj9CBS3ikGA&list=PLZQftyCk7_SdoVexSmwy_tBgs7P0b97yD&index=1) [video] 456 | 457 | ### Web Scraping: 458 | 459 | - [Mining Twitter Data with Python](https://marcobonzanini.com/2015/03/02/mining-twitter-data-with-python-part-1/) 460 | 461 | - [Scrape a Website with Scrapy and MongoDB](https://realpython.com/blog/python/web-scraping-with-scrapy-and-mongodb/) 462 | 463 | - [How To Scrape With Python and Selenium WebDriver](http://www.byperth.com/2018/04/25/guide-web-scraping-101-what-you-need-to-know-and-how-to-scrape-with-python-selenium-webdriver/) 464 | 465 | - [Which Movie Should I Watch using BeautifulSoup](https://medium.com/@nishantsahoo.in/which-movie-should-i-watch-5c83a3c0f5b1) 466 | 467 | ### GUI: 468 | - [Create a Registration Form Web Application with PyWebIO](https://www.geeksforgeeks.org/create-a-registration-form-using-pywebio-module-in-python/) 469 | 470 | ### Web Applications: 471 | 472 | - [Build a Microblog with Flask](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world) 473 | 474 | - Create a Blog Web App In Django 475 | 476 | - [Part I : Introduction](https://tutorial.djangogirls.org/en/) 477 | 478 | - [Part II : Extension To Add More Features](https://legacy.gitbook.com/book/djangogirls/django-girls-tutorial-extensions/details) 479 | 480 | - [Choose Your Own Adventure Presentations](https://www.twilio.com/blog/2015/03/choose-your-own-adventures-presentations-wizard-mode-part-1-of-3.html) 481 | 482 | - [Build a Todo List with Flask and RethinkDB](https://realpython.com/blog/python/rethink-flask-a-simple-todo-list-powered-by-flask-and-rethinkdb/) 483 | 484 | - [Build a Todo List with Django and Test-Driven Development](http://www.obeythetestinggoat.com/) 485 | 486 | - [Build a RESTful Microservice in Python](http://www.skybert.net/python/developing-a-restful-micro-service-in-python/) 487 | 488 | - [Microservices with Docker, Flask, and React](https://testdriven.io/) 489 | 490 | - [Build A Simple Web App With Flask](https://pythonspot.com/flask-web-app-with-python/) 491 | 492 | - [Build a RESTful API with Flask – The TDD Way](https://scotch.io/tutorials/build-a-restful-api-with-flask-the-tdd-way) 493 | 494 | - [Create A Django API in under 20 minutes](https://codeburst.io/create-a-django-api-in-under-20-minutes-2a082a60f6f3) 495 | 496 | ### Bots: 497 | 498 | - [Build a Reddit Bot](http://pythonforengineers.com/build-a-reddit-bot-part-1/) 499 | 500 | - [How to Make a Reddit Bot - YouTube](https://www.youtube.com/watch?v=krTUf7BpTc0) (video) 501 | 502 | - [Build a Facebook Messenger Bot](https://blog.hartleybrody.com/fb-messenger-bot/) 503 | 504 | - [Making a Reddit + Facebook Messenger Bot](https://pythontips.com/2017/04/13/making-a-reddit-facebook-messenger-bot/) 505 | 506 | - How To Create a Telegram Bot Using Python 507 | 508 | - [Part 1](https://khashtamov.com/en/how-to-create-a-telegram-bot-using-python/) 509 | 510 | - [Part 2](https://khashtamov.com/en/how-to-deploy-telegram-bot-django/) 511 | 512 | - [Create a Twitter Bot In Python](https://medium.freecodecamp.org/creating-a-twitter-bot-in-python-with-tweepy-ac524157a607) 513 | 514 | ### Data Science: 515 | 516 | - Learn Python For Data Science by Doing Several Projects (video): 517 | - [Part 1: Introduction](https://www.youtube.com/watch?v=T5pRlIbr6gg) 518 | 519 | - [Part 2: Twitter Sentiment Analysis](https://www.youtube.com/watch?v=o_OZdbCzHUA) 520 | 521 | - [Part 3: Recommendation Systems](https://www.youtube.com/watch?v=9gBC9R-msAk&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=3) 522 | 523 | - [Part 4: Predicting Stock Prices](https://www.youtube.com/watch?v=SSu00IRRraY&index=4&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU) 524 | 525 | - [Part 5: Deep Dream in TensorFlow](https://www.youtube.com/watch?v=MrBzgvUNr4w&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=5) 526 | 527 | - [Part 6: Genetic Algorithms](https://www.youtube.com/watch?v=dSofAXnnFrY&index=6&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU) 528 | 529 | ### Machine Learning: 530 | 531 | - [Write Linear Regression From Scratch in Python](https://www.youtube.com/watch?v=uwwWVAgJBcM) (video) 532 | 533 | - [Step-By-Step Machine Learning In Python](https://machinelearningmastery.com/machine-learning-in-python-step-by-step/) 534 | 535 | - [Predict Quality Of Wine](https://medium.freecodecamp.org/using-machine-learning-to-predict-the-quality-of-wines-9e2e13d7480d) 536 | 537 | - [Solving A Fruits Classification Problem](https://towardsdatascience.com/solving-a-simple-classification-problem-with-python-fruits-lovers-edition-d20ab6b071d2) 538 | 539 | - [Learn Unsupervised Learning with Python](https://towardsdatascience.com/unsupervised-learning-with-python-173c51dc7f03) 540 | 541 | - [Build Your Own Neural Net from Scratch in Python](https://towardsdatascience.com/how-to-build-your-own-neural-network-from-scratch-in-python-68998a08e4f6) 542 | 543 | - [Linear Regression in Python without sklearn](https://medium.com/we-are-orb/linear-regression-in-python-without-scikit-learn-50aef4b8d122) 544 | 545 | - [Multivariate Linear Regression without sklearn](https://medium.com/we-are-orb/multivariate-linear-regression-in-python-without-scikit-learn-7091b1d45905) 546 | 547 | - [Music Recommender using KNN](https://towardsdatascience.com/how-to-build-a-simple-song-recommender-296fcbc8c85) 548 | 549 | - Find Similar Quora Questions- 550 | 551 | - [Using BOW, TFIDF and Xgboost](https://towardsdatascience.com/finding-similar-quora-questions-with-bow-tfidf-and-random-forest-c54ad88d1370) 552 | 553 | - [Using Word2Vec and Xgboost](https://towardsdatascience.com/finding-similar-quora-questions-with-word2vec-and-xgboost-1a19ad272c0d) 554 | 555 | ### OpenCV: 556 | 557 | - [Build A Document Scanner](https://www.pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/) 558 | 559 | - [Build A Face Detector using OpenCV and Deep Learning](https://www.pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/) 560 | 561 | - [Build a Face Recognition System using OpenCV, Python and Deep Learning](https://www.pyimagesearch.com/2018/06/18/face-recognition-with-opencv-python-and-deep-learning/) 562 | 563 | - [Detect The Salient Features in an Image](https://www.pyimagesearch.com/2018/07/16/opencv-saliency-detection/) 564 | 565 | - [Build A Barcode Scanner](https://www.pyimagesearch.com/2018/05/21/an-opencv-barcode-and-qr-code-scanner-with-zbar/) 566 | 567 | - [Learn Face Clustering with Python](https://www.pyimagesearch.com/2018/07/09/face-clustering-with-python/) 568 | 569 | - [Object Tracking with Camshift](https://www.pyimagesearch.com/wp-content/uploads/2014/11/opencv_crash_course_camshift.pdf) 570 | 571 | - [Semantic Segmentation with OpenCV and Deep Learning](https://www.pyimagesearch.com/2018/09/03/semantic-segmentation-with-opencv-and-deep-learning/) 572 | 573 | - [Text Detection in Images and Videos](https://www.pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/) 574 | 575 | - [People Counter using OpenCV](https://www.pyimagesearch.com/2018/08/13/opencv-people-counter/) 576 | 577 | - [Tracking Multiple Objects with OpenCV](https://www.pyimagesearch.com/2018/08/06/tracking-multiple-objects-with-opencv/) 578 | 579 | - [Neural Style Transfer with OpenCV](https://www.pyimagesearch.com/2018/08/27/neural-style-transfer-with-opencv/) 580 | 581 | - [OpenCV OCR and Text Recognition](https://www.pyimagesearch.com/2018/09/17/opencv-ocr-and-text-recognition-with-tesseract/) 582 | 583 | - [Text Skew Correction Tutorial](https://www.pyimagesearch.com/2017/02/20/text-skew-correction-opencv-python/) 584 | 585 | - [Facial Landmark Detection Tutorial](https://www.pyimagesearch.com/2017/04/03/facial-landmarks-dlib-opencv-python/) 586 | 587 | - [Object Detection using Mask-R-CNN](https://www.learnopencv.com/deep-learning-based-object-detection-and-instance-segmentation-using-mask-r-cnn-in-opencv-python-c/) 588 | 589 | - [Automatic Target Detection Tutorial](https://www.pyimagesearch.com/2015/05/04/target-acquired-finding-targets-in-drone-and-quadcopter-video-streams-using-python-and-opencv/) 590 | 591 | - [EigenFaces using OpenCV](https://www.learnopencv.com/eigenface-using-opencv-c-python/) 592 | 593 | - [Faster(5-point) Facial Landmark Detection Tutorial](https://www.pyimagesearch.com/2018/04/02/faster-facial-landmark-detector-with-dlib/) 594 | 595 | - [Hand Keypoint Detection](https://www.learnopencv.com/hand-keypoint-detection-using-deep-learning-and-opencv/) 596 | 597 | - Dlib Correlation Object Tracking - 598 | 599 | - [Single Object Tracker](https://www.pyimagesearch.com/2018/10/22/object-tracking-with-dlib/) 600 | 601 | - [Mutiple Object Tracker](https://www.pyimagesearch.com/2018/10/29/multi-object-tracking-with-dlib/) 602 | 603 | - [Image Stitching with OpenCV and Python](https://www.pyimagesearch.com/2018/12/17/image-stitching-with-opencv-and-python/) 604 | 605 | - [Instance Segmentation with OpenCV](https://www.pyimagesearch.com/2018/11/26/instance-segmentation-with-opencv/) 606 | 607 | - Using thermal camera on drones to find stuck people in buildings. 608 | 609 | ### Deep Learning: 610 | 611 | - [Develop an app using Deep Cognition SDK for AI marketplace * Sponsored by Deep Congiton exclusively for Fnplus community members *](https://github.com/DeepCognition/ai-apps-sdk) 612 | 613 | - [Using Convolutional Neural Nets to Detect Facial Keypoints](http://danielnouri.org/notes/2014/12/17/using-convolutional-neural-nets-to-detect-facial-keypoints-tutorial/) 614 | 615 | - [Generate an Average Face using Python and OpenCV](https://www.learnopencv.com/average-face-opencv-c-python-tutorial/) 616 | 617 | - [Break A Captcha System using CNNs](https://medium.com/@ageitgey/how-to-break-a-captcha-system-in-15-minutes-with-machine-learning-dbebb035a710) 618 | 619 | - [Use pre-trained Inception model to provide image predictions](https://medium.com/google-cloud/keras-inception-v3-on-google-compute-engine-a54918b0058) 620 | 621 | - [Create your first CNN](https://hackernoon.com/deep-learning-cnns-in-tensorflow-with-gpus-cba6efe0acc2) 622 | 623 | - [Build A Facial Recognition Pipeline](https://hackernoon.com/building-a-facial-recognition-pipeline-with-deep-learning-in-tensorflow-66e7645015b8) 624 | 625 | - [Build An Image Caption Generator](https://medium.freecodecamp.org/building-an-image-caption-generator-with-deep-learning-in-tensorflow-a142722e9b1f) 626 | 627 | - [Make your Own Face Recognition System](https://medium.freecodecamp.org/making-your-own-face-recognition-system-29a8e728107c) 628 | 629 | - [Train a Language Detection AI in 20 minutes](https://towardsdatascience.com/how-i-trained-a-language-detection-ai-in-20-minutes-with-a-97-accuracy-fdeca0fb7724) 630 | 631 | - [Object Detection With Neural Networks](https://towardsdatascience.com/object-detection-with-neural-networks-a4e2c46b4491) 632 | 633 | - Learn Twitter Sentiment Analysis - 634 | 635 | - [Part I - Data Cleaning](https://towardsdatascience.com/another-twitter-sentiment-analysis-bb5b01ebad90) 636 | 637 | - [Part II - EDA, Data Visualisation](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-2-333514854913) 638 | 639 | - [Part III - Zipf's Law, Data Visualisation](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-3-zipfs-law-data-visualisation-fc9eadda71e7) 640 | 641 | - [Part IV - Feature Extraction(count vectoriser)](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-4-count-vectorizer-b3f4944e51b5) 642 | 643 | - [Part V - Feature Extraction(Tfidf vectoriser)](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-5-50b4e87d9bdd) 644 | 645 | - [Part VI - Doc2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-6-doc2vec-603f11832504) 646 | 647 | - [Part VII - Phrase Modeling + Doc2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-7-phrase-modeling-doc2vec-592a8a996867) 648 | 649 | - [Part VIII - Dimensionality Reduction](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-8-dimensionality-reduction-chi2-pca-c6d06fb3fcf3) 650 | 651 | - [Part IX - Neural Nets with Tfdif vectors](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-9-neural-networks-with-tfidf-vectors-using-d0b4af6be6d7) 652 | 653 | - [Part X - Neural Nets with word2vec/doc2vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-10-neural-network-with-a6441269aa3c) 654 | 655 | - [Part XI - CNN with Word2Vec](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-11-cnn-word2vec-41f5e28eda74) 656 | 657 | - [Use Transfer Learning for custom image classification](https://becominghuman.ai/transfer-learning-retraining-inception-v3-for-custom-image-classification-2820f653c557) 658 | 659 | - [Learn to Code a simple Neural Network in 11 lines of Python](https://iamtrask.github.io/2015/07/12/basic-python-network/) 660 | 661 | - [Build a Neural Network using Gradient Descent Approach](https://iamtrask.github.io/2015/07/27/python-network-part2/) 662 | 663 | - [Train a Keras Model To Generate Colors](https://heartbeat.fritz.ai/how-to-train-a-keras-model-to-generate-colors-3bc79e54971b) 664 | 665 | - [Get Started with Keras on a Custom Dataset](https://www.pyimagesearch.com/2018/09/10/keras-tutorial-how-to-get-started-with-keras-deep-learning-and-python/) 666 | 667 | - [Use EigenFaces and FisherFaces on Faces94 dataset](https://nicholastsmith.wordpress.com/2016/02/18/eigenfaces-versus-fisherfaces-on-the-faces94-database-with-scikit-learn/) 668 | 669 | - [Kaggle MNIST Digit Recognizer Tutorial](https://medium.com/@lvarruda/how-to-get-top-2-position-on-kaggles-mnist-digit-recognizer-48185d80a2d4) 670 | 671 | - [Fashion MNIST tutorial with tf.keras](https://medium.com/tensorflow/hello-deep-learning-fashion-mnist-with-keras-50fcff8cd74a) 672 | 673 | - [CNN using Keras to automatically classify root health](https://www.pyimagesearch.com/2018/10/15/deep-learning-hydroponics-and-medical-marijuana/) 674 | 675 | - [Keras vs Tensorflow](https://www.pyimagesearch.com/2018/10/08/keras-vs-tensorflow-which-one-is-better-and-which-one-should-i-learn/) 676 | 677 | - [Deep Learning and Medical Image Analysis for Malaria Detection](https://www.pyimagesearch.com/2018/12/03/deep-learning-and-medical-image-analysis-with-keras/) 678 | 679 | - [Transfer Learning for Image Classification using Keras](https://towardsdatascience.com/transfer-learning-for-image-classification-using-keras-c47ccf09c8c8) 680 | 681 | - [Code a Smile Classifier using CNNS in Python](https://github.com/kylemcdonald/SmileCNN) 682 | 683 | - [Natural Language Processing using scikit-learn](https://towardsdatascience.com/natural-language-processing-count-vectorization-with-scikit-learn-e7804269bb5e) 684 | 685 | 686 | 687 | ## Go: 688 | 689 | - [Create a Real Time Chat App with Golang, Angular 2, and WebSocket](https://www.thepolyglotdeveloper.com/2016/12/create-real-time-chat-app-golang-angular-2-websockets/) 690 | 691 | - [Building Go Web Applications and Microservices Using Gin](https://semaphoreci.com/community/tutorials/building-go-web-applications-and-microservices-using-gin) 692 | 693 | - [How to Use Godog for Behavior-driven Development in Go et started with Godog](https://semaphoreci.com/community/tutorials/how-to-use-godog-for-behavior-driven-development-in-go) 694 | 695 | - Building Blockchain in Go 696 | 697 | - [Part 1: Basic Prototype](https://jeiwan.cc/posts/building-blockchain-in-go-part-1/) 698 | 699 | - [Part 2: Proof of Work](https://jeiwan.cc/posts/building-blockchain-in-go-part-2/) 700 | 701 | - [Part 3: Persistence and CLI](https://jeiwan.cc/posts/building-blockchain-in-go-part-3/) 702 | 703 | - [Part 4: Transactions 1](https://jeiwan.cc/posts/building-blockchain-in-go-part-4/) 704 | 705 | - [Part 5: Address](https://jeiwan.cc/posts/building-blockchain-in-go-part-5/) 706 | 707 | - [Part 6: Transactions 2](https://jeiwan.cc/posts/building-blockchain-in-go-part-6/) 708 | 709 | - [Part 7: Network](https://jeiwan.cc/posts/building-blockchain-in-go-part-7/) 710 | 711 | - [Build Web Application with GoLang](https://legacy.gitbook.com/book/astaxie/build-web-application-with-golang/details) 712 | 713 | - [Building a container from scratch in Go - Liz Rice (Microscaling Systems)](https://www.youtube.com/watch?v=Utf-A4rODH8) 714 | 715 | 716 | ## PHP: 717 | 718 | - [How To Build A Blog With Laravel](https://www.youtube.com/playlist?list=PLwAKR305CRO-Q90J---jXVzbOd4CDRbVx) (video) 719 | 720 | - [Make Your Own Blog (in Pure PHP)](http://ilovephp.jondh.me.uk/en/tutorial/make-your-own-blog) 721 | 722 | - [Build A Real Estate Website Example with SilverStripe](https://www.silverstripe.org/learn/lessons/) 723 | 724 | - [Building Realtime Chat App with Laravel 5.4 and VueJS](https://www.youtube.com/playlist?list=PLXsbBbd36_uVjOFH_P25__XAyGsohXWlv) (video) 725 | 726 | - [Build A Social Network: Laravel 5 - Youtube](https://www.youtube.com/playlist?list=PLfdtiltiRHWGGxaR6uFtwZnnbcXqyq8JD) (video) 727 | 728 | - Build a full-featured multi-tenant app with Laravel 729 | 730 | - [Part 0: Introduction](https://medium.com/@ashokgelal/writing-a-full-featured-multi-tenant-laravel-app-from-scratch-a0e1a7350d9d) 731 | 732 | - [Part 1: Setup](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-1-4049a3cc229d) 733 | 734 | - [Part 2: Roles and Permissinos](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-2-roles-and-permissions-d9a5bfe5d525) 735 | 736 | - [Part 3: Invitation](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-3-invitation-c982dca55eb9) 737 | 738 | - [Part 4: Authentication](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-4-tenancy-aware-authentication-e0ee37270bc8) 739 | 740 | - [Part 5: Testing](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-2-unit-tests-96d6dfbf0617) 741 | 742 | - [Part 6: User Profile](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-5-user-profile-5c3d0c655f3a) 743 | 744 | - [Part 7: Deployment](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-7-deployment-40bb3c895627) 745 | 746 | 747 | ## Ruby: 748 | 749 | - [Build a Network Stack with Ruby](https://medium.com/geckoboard-under-the-hood/how-to-build-a-network-stack-in-ruby-f73aeb1b661b) 750 | 751 | 752 | ### Ruby on Rails: 753 | 754 | - [The Ruby on Rails Tutorial](https://www.railstutorial.org/book) 755 | 756 | - [Build Instagram From Scratch with Ruby on Rails](https://www.dropbox.com/s/9vq430e9s3q7pu8/Let%27s%20Build%20Instagram%20with%20Ruby%20on%20Rails%20-%20Free%20Edition.pdf?dl=0) 757 | 758 | - [Build a Social Network using Rails](https://medium.com/rails-ember-beyond/how-to-build-a-social-network-using-rails-eb31da569233) 759 | 760 | 761 | ## R: 762 | 763 | - [Build Web Apps with Shiny](http://shiny.rstudio.com/tutorial/) 764 | 765 | - [Build A Cryptocurrency Bot](https://towardsdatascience.com/build-a-cryptocurrency-trading-bot-with-r-1445c429e1b1) 766 | 767 | - [Learn Associate Rule Mining in R](https://towardsdatascience.com/association-rule-mining-in-r-ddf2d044ae50) 768 | 769 | 770 | ## Swift: 771 | 772 | - [Hacking with Swift - Learn Swift by doing 39 projects](https://www.hackingwithswift.com/read) 773 | --------------------------------------------------------------------------------