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# Project Based Learning
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[](https://gitter.im/practical-tutorials/community?utm_source=badge& utm_medium=badge& utm_campaign=pr-badge)
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A list of programming tutorials in which learners build an application from scratch. These tutorials are divided into different primary programming languages. Some have intermixed technologies and languages.
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To get started, simply fork this repo. Please refer to [CONTRIBUTING.md ](CONTRIBUTING.md ) for contribution guidelines.
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## Table of Contents:
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- [C# ](#c )
- [C/C++ ](#cc )
- [Clojure ](#clojure )
- [Elixir ](#elixir )
- [Erlang ](#erlang )
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- [F# ](#f )
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- [Go ](#go )
- [Haskell ](#haskell )
- [HTML/CSS ](#html-and-css )
- [Java ](#java )
- [JavaScript ](#javascript )
- [Kotlin ](#kotlin )
- [Lua ](#lua )
- [OCaml ](#ocaml )
- [PHP ](#php )
- [Python ](#python )
- [R ](#r )
- [Ruby ](#ruby )
- [Rust ](#rust )
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- [Scala ](#scala )
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- [Swift ](#swift )
- [Additional resources ](#additional-resources )
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## C/C++:
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- [Build an Interpreter ](http://www.craftinginterpreters.com/ ) (Chapter 14 on is written in C)
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- [Memory Allocators 101 - Write a simple memory allocator ](https://arjunsreedharan.org/post/148675821737/memory-allocators-101-write-a-simple-memory )
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- [Write a Shell in C ](https://brennan.io/2015/01/16/write-a-shell-in-c/ )
- [Write a FUSE Filesystem ](https://www.cs.nmsu.edu/~pfeiffer/fuse-tutorial/ )
- [Build Your Own Text Editor ](http://viewsourcecode.org/snaptoken/kilo/ )
- [Build Your Own Lisp ](http://www.buildyourownlisp.com/ )
- [How to Program an NES Game in C ](https://nesdoug.com/ )
- [Write an OS from scratch ](https://github.com/tuhdo/os01 )
- [How to create an OS from scratch ](https://github.com/cfenollosa/os-tutorial )
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- [Building a CHIP-8 Emulator ](https://austinmorlan.com/posts/chip8_emulator/ )
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- [Beginning Game Programming with C++ and SDL ](http://lazyfoo.net/tutorials/SDL/ )
- [Implementing a Key-Value Store ](http://codecapsule.com/2012/11/07/ikvs-implementing-a-key-value-store-table-of-contents/ )
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- Tiny 3D graphics projects
- [Tiny Renderer or how OpenGL works: software rendering in 500 lines of code ](https://github.com/ssloy/tinyrenderer/wiki )
- [Understandable RayTracing in 256 lines of bare C++ ](https://github.com/ssloy/tinyraytracer/wiki )
- [KABOOM! in 180 lines of bare C++ ](https://github.com/ssloy/tinykaboom/wiki )
- [486 lines of C++: old-school FPS in a weekend ](https://github.com/ssloy/tinyraycaster/wiki )
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- Writing a minimal x86-64 JIT compiler in C++
- [Part 1 ](https://solarianprogrammer.com/2018/01/10/writing-minimal-x86-64-jit-compiler-cpp/ )
- [Part 2 ](https://solarianprogrammer.com/2018/01/12/writing-minimal-x86-64-jit-compiler-cpp-part-2/ )
- [Build a Live Code-reloader Library for C++ ](http://howistart.org/posts/cpp/1/index.html )
- [Write a hash table in C ](https://github.com/jamesroutley/write-a-hash-table )
- [Let's Build a Simple Database ](https://cstack.github.io/db_tutorial/ )
- [Let's Write a Kernel ](http://arjunsreedharan.org/post/82710718100/kernel-101-lets-write-a-kernel )
- [Write a Bootloader in C ](http://3zanders.co.uk/2017/10/13/writing-a-bootloader/ )
- [Linux Container in 500 Lines of Code ](https://blog.lizzie.io/linux-containers-in-500-loc.html )
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- [Write Your Own Virtual Machine ](https://justinmeiners.github.io/lc3-vm/ )
- [Learning KVM - Implement Your Own Linux Kernel ](https://david942j.blogspot.com/2018/10/note-learning-kvm-implement-your-own.html )
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- Write a C compiler
- [Part 1: Integers, Lexing and Code Generation ](https://norasandler.com/2017/11/29/Write-a-Compiler.html )
- [Part 2: Unary Operators ](https://norasandler.com/2017/12/05/Write-a-Compiler-2.html )
- [Part 3: Binary Operators ](https://norasandler.com/2017/12/15/Write-a-Compiler-3.html )
- [Part 4: Even More Binary Operators ](https://norasandler.com/2017/12/28/Write-a-Compiler-4.html )
- [Part 5: Local Variables ](https://norasandler.com/2018/01/08/Write-a-Compiler-5.html )
- [Part 6: Conditionals ](https://norasandler.com/2018/02/25/Write-a-Compiler-6.html )
- [Part 7: Compound Statements ](https://norasandler.com/2018/03/14/Write-a-Compiler-7.html )
- [Part 8: Loops ](https://norasandler.com/2018/04/10/Write-a-Compiler-8.html )
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- [Part 9: Functions ](https://norasandler.com/2018/06/27/Write-a-Compiler-9.html )
- [Part 10: Global Variables ](https://norasandler.com/2019/02/18/Write-a-Compiler-10.html )
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- [Implementing a Language with LLVM ](https://llvm.org/docs/tutorial/#kaleidoscope-implementing-a-language-with-llvm )
- [Meta Crush Saga: a C++17 compile-time game ](https://jguegant.github.io//jguegant.github.io/blogs/tech/meta-crush-saga.html )
- [High-Performance Matrix Multiplication ](https://gist.github.com/nadavrot/5b35d44e8ba3dd718e595e40184d03f0 )
- Space Invaders from Scratch
- [Part 1 ](http://nicktasios.nl/posts/space-invaders-from-scratch-part-1.html )
- [Part 2 ](http://nicktasios.nl/posts/space-invaders-from-scratch-part-2.html )
- [Part 3 ](http://nicktasios.nl/posts/space-invaders-from-scratch-part-3.html )
- [Part 4 ](http://nicktasios.nl/posts/space-invaders-from-scratch-part-4.html )
- [Part 5 ](http://nicktasios.nl/posts/space-invaders-from-scratch-part-5.html )
- [Tetris Tutorial in C++ Platform Independent ](http://javilop.com/gamedev/tetris-tutorial-in-c-platform-independent-focused-in-game-logic-for-beginners/ )
- Writing a Linux Debugger
- [Part 1: Setup ](https://blog.tartanllama.xyz/writing-a-linux-debugger-setup/ )
- [Part 2: Breakpoints ](https://blog.tartanllama.xyz/writing-a-linux-debugger-breakpoints/ )
- [Part 3: Registers and memory ](https://blog.tartanllama.xyz/writing-a-linux-debugger-registers/ )
- [Part 4: Elves and dwarves ](https://blog.tartanllama.xyz/writing-a-linux-debugger-elf-dwarf/ )
- [Part 5: Source and signals ](https://blog.tartanllama.xyz/writing-a-linux-debugger-source-signal/ )
- [Part 6: Source-level stepping ](https://blog.tartanllama.xyz/writing-a-linux-debugger-dwarf-step/ )
- [Part 7: Source-level breakpoints ](https://blog.tartanllama.xyz/writing-a-linux-debugger-source-break/ )
- [Part 8: Stack unwinding ](https://blog.tartanllama.xyz/writing-a-linux-debugger-unwinding/ )
- [Part 9: Handling variables ](https://blog.tartanllama.xyz/writing-a-linux-debugger-variables/ )
- [Part 10: Advanced topics ](https://blog.tartanllama.xyz/writing-a-linux-debugger-advanced-topics/ )
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### Network programming
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- Let's Code a TCP/IP Stack
- [Part 1: Ethernet & ARP ](http://www.saminiir.com/lets-code-tcp-ip-stack-1-ethernet-arp/ )
- [Part 2: IPv4 & ICMPv4 ](http://www.saminiir.com/lets-code-tcp-ip-stack-2-ipv4-icmpv4/ )
- [Part 3: TCP Basics & Handshake ](http://www.saminiir.com/lets-code-tcp-ip-stack-3-tcp-handshake/ )
- [Part 4: TCP Data Flow & Socket API ](http://www.saminiir.com/lets-code-tcp-ip-stack-4-tcp-data-flow-socket-api/ )
- [Part 5: TCP Retransmission ](http://www.saminiir.com/lets-code-tcp-ip-stack-5-tcp-retransmission/ )
- Programming concurrent servers
- [Part 1 - Introduction ](https://eli.thegreenplace.net/2017/concurrent-servers-part-1-introduction/ )
- [Part 2 - Threads ](https://eli.thegreenplace.net/2017/concurrent-servers-part-2-threads/ )
- [Part 3 - Event-driven ](https://eli.thegreenplace.net/2017/concurrent-servers-part-3-event-driven/ )
- [Part 4 - libuv ](https://eli.thegreenplace.net/2017/concurrent-servers-part-4-libuv/ )
- [Part 5 - Redis case study ](https://eli.thegreenplace.net/2017/concurrent-servers-part-5-redis-case-study/ )
- [Part 6 - Callbacks, Promises and async/await ](https://eli.thegreenplace.net/2018/concurrent-servers-part-6-callbacks-promises-and-asyncawait/ )
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- MQTT Broker from scratch
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- [Part 1 - The protocol ](https://codepr.github.io/posts/sol-mqtt-broker )
- [Part 2 - Networking ](https://codepr.github.io/posts/sol-mqtt-broker-p2 )
- [Part 3 - Server ](https://codepr.github.io/posts/sol-mqtt-broker-p3 )
- [Part 4 - Data structures ](https://codepr.github.io/posts/sol-mqtt-broker-p4 )
- [Part 5 - Topic abstraction ](https://codepr.github.io/posts/sol-mqtt-broker-p5 )
- [Part 6 - Handlers ](https://codepr.github.io/posts/sol-mqtt-broker-p6 )
- [Bonus - Multithreading ](https://codepr.github.io/posts/sol-mqtt-broker-bonus )
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### OpenGL:
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- Creating 2D Breakout game clone in C++ with OpenGL
- [Breakout ](https://learnopengl.com/In-Practice/2D-Game/Breakout )
- [Setting up ](https://learnopengl.com/In-Practice/2D-Game/Setting-up )
- [Rendering Sprites ](https://learnopengl.com/In-Practice/2D-Game/Rendering-Sprites )
- [Levels ](https://learnopengl.com/In-Practice/2D-Game/Levels )
- Collisions
- [Ball ](https://learnopengl.com/In-Practice/2D-Game/Collisions/Ball )
- [Collision detection ](https://learnopengl.com/In-Practice/2D-Game/Collisions/Collision-detection )
- [Collision resolution ](https://learnopengl.com/In-Practice/2D-Game/Collisions/Collision-resolution )
- [Particles ](https://learnopengl.com/In-Practice/2D-Game/Particles )
- [Postprocessing ](https://learnopengl.com/In-Practice/2D-Game/Postprocessing )
- [Powerups ](https://learnopengl.com/In-Practice/2D-Game/Powerups )
- [Audio ](https://learnopengl.com/In-Practice/2D-Game/Audio )
- [Render text ](https://learnopengl.com/In-Practice/2D-Game/Render-text )
- [Final thoughts ](https://learnopengl.com/In-Practice/2D-Game/Final-thoughts )
- [Handmade Hero ](https://handmadehero.org )
- [How to Make Minecraft in C++/OpenGL ](https://www.youtube.com/playlist?list=PLMZ_9w2XRxiZq1vfw1lrpCMRDufe2MKV_ ) (video)
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## C#:
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- [Learn C# By Building a Simple RPG Game ](http://scottlilly.com/learn-c-by-building-a-simple-rpg-index/ )
- [Create a Rogue-like game in C# ](https://roguesharp.wordpress.com/ )
- [Create a Blank App with C# and Xamarin (work in progress) ](https://www.intertech.com/Blog/xamarin-tutorial-part-1-create-a-blank-app/ )
- [Build iOS Photo Library App with Xamarin and Visual Studio ](https://www.raywenderlich.com/134049/building-ios-apps-with-xamarin-and-visual-studio )
- [Building the CoreWiki ](https://www.youtube.com/playlist?list=PLVMqA0_8O85yC78I4Xj7z48ES48IQBa7p ) This is a Wiki-style content management system that has been completely written in C# with ASP.NET Core and Razor Pages. You can find the source code [here ](https://github.com/csharpfritz/CoreWiki ).
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## Clojure:
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- [Build a Twitter Bot with Clojure ](http://howistart.org/posts/clojure/1/index.html )
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- [Building a Spell-Checker ](https://bernhardwenzel.com/articles/clojure-spellchecker/ )
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- [Building a JIRA integration with Clojure & Atlassian Connect ](https://hackernoon.com/building-a-jira-integration-with-clojure-atlassian-connect-506ebd112807 )
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- [Prototyping with Clojure ](https://github.com/aliaksandr-s/prototyping-with-clojure )
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- [Tetris in ClojureScript ](https://shaunlebron.github.io/t3tr0s-slides )
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## Elixir
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- [Building a Simple Chat App With Elixir and Phoenix ](https://sheharyar.me/blog/simple-chat-phoenix-elixir/ )
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- [How to write a super fast link shortener with Elixir, Phoenix, and Mnesia ](https://medium.com/free-code-camp/how-to-write-a-super-fast-link-shortener-with-elixir-phoenix-and-mnesia-70ffa1564b3c )
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## Erlang
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- [ChatBus : build your first multi-user chat room app with Erlang/OTP ](https://medium.com/@kansi/chatbus-build-your-first-multi-user-chat-room-app-with-erlang-otp-b55f72064901 )
- [Making a Chat App with Erlang, Rebar, Cowboy and Bullet ](http://marianoguerra.org/posts/making-a-chat-app-with-erlang-rebar-cowboy-and-bullet.html )
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## F#:
- [Write your own Excel in 100 lines of F# ](http://tomasp.net/blog/2018/write-your-own-excel )
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## Java:
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- [Build an Interpreter ](http://www.craftinginterpreters.com/ ) (Chapter 4-13 is written in Java)
- [Build a Simple HTTP Server with Java ](http://javarevisited.blogspot.com/2015/06/how-to-create-http-server-in-java-serversocket-example.html )
- [Build an Android Flashlight App ](https://www.youtube.com/watch?v=dhWL4DC7Krs ) (video)
- [Build a Spring Boot App with User Authentication ](https://scotch.io/tutorials/build-a-spring-boot-app-with-user-authentication )
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## JavaScript:
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- [Build 30 things in 30 days with 30 tutorials ](https://javascript30.com )
- [Build an App in Pure JS ](https://medium.com/codingthesmartway-com-blog/pure-javascript-building-a-real-world-application-from-scratch-5213591cfcd6 )
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- [Build a Jupyter Notebook Extension ](https://link.medium.com/wWUO7TN8SS )
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- [Build a TicTacToe Game with JavaScript ](https://medium.com/javascript-in-plain-english/build-tic-tac-toe-game-using-javascript-3afba3c8fdcc )
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## HTML and CSS:
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- [Build A Loading Screen ](https://medium.freecodecamp.org/how-to-build-a-delightful-loading-screen-in-5-minutes-847991da509f )
- [Build an HTML Calculator with JS ](https://medium.freecodecamp.org/how-to-build-an-html-calculator-app-from-scratch-using-javascript-4454b8714b98 )
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- [Build Snake using only JavaScript, HTML & CSS ](https://www.freecodecamp.org/news/think-like-a-programmer-how-to-build-snake-using-only-javascript-html-and-css-7b1479c3339e/ )
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### Mobile Application:
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- [Build a React Native Todo Application ](https://egghead.io/courses/build-a-react-native-todo-application )
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- [Build a React Native Application with Redux Thunk ](https://medium.com/@alialhaddad/how-to-use-redux-thunk-in-react-and-react-native-4743a1321bd0 )
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### Web Applications:
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#### React:
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- [Create Serverless React.js Apps ](http://serverless-stack.com/ )
- [Create a Trello Clone ](http://codeloveandboards.com/blog/2016/01/04/trello-tribute-with-phoenix-and-react-pt-1/ )
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- [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 )
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- [React Tutorial: Cloning Yelp ](https://www.fullstackreact.com/articles/react-tutorial-cloning-yelp/ )
- [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 )
- [Build a Twitter Stream with React and Node ](https://scotch.io/tutorials/build-a-real-time-twitter-stream-with-node-and-react-js )
- Build a Serverless MERN Story App with Webtask.io
- [Part 1 ](https://scotch.io/tutorials/build-a-serverless-mern-story-app-with-webtask-io-zero-to-deploy-1 )
- [Part 2 ](https://scotch.io/tutorials/build-a-serverless-mern-story-app-with-webtask-io-zero-to-deploy-2 )
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- [Build A Simple Medium Clone using React.js and Node.js ](https://medium.com/@kris101/clone-medium-on-node-js-and-react-js-731cdfbb6878 )
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- [Integrate MailChimp in JS ](https://medium.freecodecamp.org/how-to-integrate-mailchimp-in-a-javascript-web-app-2a889fb43f6f )
- [Build A Chrome Extension with React + Parcel ](https://medium.freecodecamp.org/building-chrome-extensions-in-react-parcel-79d0240dd58f )
- [Build A ToDo App With React Native ](https://blog.hasura.io/tutorial-fullstack-react-native-with-graphql-and-authentication-18183d13373a )
- [Make a Chat Application ](https://medium.freecodecamp.org/how-to-build-a-chat-application-using-react-redux-redux-saga-and-web-sockets-47423e4bc21a )
- [Create a News App with React Native ](https://medium.freecodecamp.org/create-a-news-app-using-react-native-ced249263627 )
- [Learn Webpack For React ](https://medium.freecodecamp.org/learn-webpack-for-react-a36d4cac5060 )
- [Testing React App With Pupepeteer and Jest ](https://blog.bitsrc.io/testing-your-react-app-with-puppeteer-and-jest-c72b3dfcde59 )
- [Build Your Own React Boilerplate ](https://medium.freecodecamp.org/how-to-build-your-own-react-boilerplate-2f8cbbeb9b3f )
- [Code The Game Of Life With React ](https://medium.freecodecamp.org/create-gameoflife-with-react-in-one-hour-8e686a410174 )
- [A Basic React+Redux Introductory Tutorial ](https://hackernoon.com/a-basic-react-redux-introductory-tutorial-adcc681eeb5e )
- [Build an Appointment Scheduler ](https://hackernoon.com/build-an-appointment-scheduler-using-react-twilio-and-cosmic-js-95377f6d1040 )
- [Build A Chat App with Sentiment Analysis ](https://codeburst.io/build-a-chat-app-with-sentiment-analysis-using-next-js-c43ebf3ea643 )
- [Build A Full Stack Web Application Setup ](https://hackernoon.com/full-stack-web-application-using-react-node-js-express-and-webpack-97dbd5b9d708 )
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- [Create Todoist clone with React and Firebase ](https://www.youtube.com/watch?v=hT3j87FMR6M )
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- Build A Random Quote Machine
- [Part 1 ](https://www.youtube.com/watch?v=3QngsWA9IEE )
- [Part 2 ](https://www.youtube.com/watch?v=XnoTmO06OYo )
- [Part 3 ](https://www.youtube.com/watch?v=us51Jne67_I )
- [Part 4 ](https://www.youtube.com/watch?v=iZx7hqHb5MU )
- [Part 5 ](https://www.youtube.com/watch?v=lpba9vBqXl0 )
- [Part 6 ](https://www.youtube.com/watch?v=Jvp8j6zrFHE )
- [Part 7 ](https://www.youtube.com/watch?v=M_hFfrN8_PQ )
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#### Angular:
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- [Build an Instagram Clone with Angular 1.x ](https://hackhands.com/building-instagram-clone-angularjs-satellizer-nodejs-mongodb/ )
- Build an offline-capable Hacker News client with Angular 2+
- [Part 1 ](https://houssein.me/angular2-hacker-news )
- [Part 2 ](https://houssein.me/progressive-angular-applications )
- [Build a Google+ clone with Django and AngularJS (Angular 1.x) ](https://thinkster.io/django-angularjs-tutorial )
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- Build A Beautiful Real World App with Angular 8 :
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- [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 )
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- [Part II ](https://medium.com/@hamedbaatour/build-a-real-world-beautiful-web-app-with-angular-8-the-ultimate-guide-2019-part-ii-fe70852b2d6d )
2018-10-04 05:45:14 +00:00
- [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 )
- ToDo App with Angular 5
- [Introduction to Angular ](http://www.discoversdk.com/blog/intro-to-angular-and-the-evolution-of-the-web )
- [Part 1 ](http://www.discoversdk.com/blog/angular-5-to-do-list-app-part-1 )
2017-10-21 20:12:20 +00:00
2018-04-20 05:15:04 +00:00
#### Node:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [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 )
- [Build a real-time Markdown Editor with NodeJS ](https://scotch.io/tutorials/building-a-real-time-markdown-viewer )
- [Test-Driven Development with Node, Postgres and Knex ](http://mherman.org/blog/2016/04/28/test-driven-development-with-node/ )
- Write a Twitter Bot in Node.js
- [Part 1 ](https://codeburst.io/build-a-simple-twitter-bot-with-node-js-in-just-38-lines-of-code-ed92db9eb078 )
- [Part 2 ](https://codeburst.io/build-a-simple-twitter-bot-with-node-js-part-2-do-more-2ef1e039715d )
- [Create A Simple RESTFUL Web App ](https://closebrace.com/tutorials/2017-03-02/creating-a-simple-restful-web-app-with-nodejs-express-and-mongodb )
- [Build A Simple Search Bot in 30 minutes ](https://medium.freecodecamp.org/how-to-build-a-simple-search-bot-in-30-minutes-eb56fcedcdb1 )
- [Build A Job Scraping Web App ](https://medium.freecodecamp.org/how-i-built-a-job-scraping-web-app-using-node-js-and-indreed-7fbba124bbdc )
2018-04-20 05:15:04 +00:00
#### Vue
2018-10-04 05:45:14 +00:00
- [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 )
- [Vue.js Application Tutorial – ](https://matthiashager.com/complete-vuejs-application-tutorial/ )
- [Build a Blog with Vue, GraphQL and Apollo ](https://scotch.io/tutorials/build-a-blog-with-vue-graphql-and-apollo-client )
- Build a full stack web application using MEVN (MongoDB, Express, Vue, Node) stack
- [Part 1 ](https://medium.com/@anaida07/mevn-stack-application-part-1-3a27b61dcae0 )
- [Part 2 ](https://medium.com/@anaida07/mevn-stack-application-part-2-2-9ebcf8a22753 )
2018-10-20 06:18:48 +00:00
- [Vue.js To-Do List Tutorial (video) ](https://www.youtube.com/watch?v=78tNYZUS-ps )
2020-12-18 09:48:40 +00:00
- [Vue 2 + Pub/Sub: Build a peer to peer multi-user platform for games ](https://www.ably.io/tutorials/peer-to-peer-vue )
2018-04-20 05:15:04 +00:00
#### Others (Hapi, Express...):
2018-10-04 05:45:14 +00:00
- Build a Progressive Web Application (PWA)
- [Part 1 ](https://bitsofco.de/bitsofcode-pwa-part-1-offline-first-with-service-worker/ )
- [Part 2 ](https://bitsofco.de/bitsofcode-pwa-part-2-instant-loading-with-indexeddb/ )
- [Part 3 ](https://bitsofco.de/bitsofcode-pwa-part-3-push-notifications/ )
- Build A Support Ticket Application With AdonisJs
- [Part 1 ](https://scotch.io/tutorials/build-a-support-ticket-application-with-adonisjs )
- [Part 2 ](https://scotch.io/tutorials/build-a-support-ticket-application-with-adonisjs-part-2 )
- [Build A Native Desktop App with JS ](https://medium.freecodecamp.org/build-native-desktop-apps-with-javascript-a49ede90d8e9 )
- Build a Powerful API with NodeJs,GraphQL and Hapi
- [Part I ](https://medium.com/@wesharehoodies/how-to-setup-a-powerful-api-with-nodejs-graphql-mongodb-hapi-and-swagger-e251ac189649 )
2017-10-21 20:12:20 +00:00
2018-04-20 05:37:15 +00:00
#### D3.js
2018-04-20 05:30:26 +00:00
2018-10-04 05:45:14 +00:00
- [Learn D3 using examples ](https://www.sitepoint.com/d3-js-data-visualizations/ )
- [Learn To Make A Line Chart ](https://medium.freecodecamp.org/learn-to-create-a-line-chart-using-d3-js-4f43f1ee716b )
2018-04-20 05:30:26 +00:00
2017-05-02 09:46:01 +00:00
### Game Development:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Make 2D Breakout Game using Phaser ](https://developer.mozilla.org/en-US/docs/Games/Tutorials/2D_breakout_game_Phaser )
- Make Flappy Bird in HTML5 and JavaScript with Phaser
- [Part 1 ](http://www.lessmilk.com/tutorial/flappy-bird-phaser-1 )
- [Part 2 ](http://www.lessmilk.com/tutorial/flappy-bird-phaser-2 )
2017-10-21 20:12:20 +00:00
2017-05-02 09:46:01 +00:00
### Desktop Application:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- Build a Music Player with React & Electron
- [Part 1 ](https://scotch.io/tutorials/build-a-music-player-with-react-electron-i-setup-basic-concepts )
- [Part 2 ](https://scotch.io/tutorials/build-a-music-player-with-react-electron-ii-making-the-ui )
- [Part 3 ](https://scotch.io/tutorials/build-a-music-player-with-react-electron-iii-bringing-it-all-together )
2019-01-11 18:32:06 +00:00
- [Build A Desktop Chat App with React and Electron ](https://medium.freecodecamp.org/build-a-desktop-chat-app-with-react-electron-and-chatkit-744d168e6f2f )
2017-10-21 20:12:20 +00:00
2017-05-02 09:46:01 +00:00
### Miscellaneous:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [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/ )
- [Build Yourself a Redux ](https://zapier.com/engineering/how-to-build-redux/ )
- [How to write your own Virtual DOM ](https://medium.com/@deathmood/how-to-write-your-own-virtual-dom-ee74acc13060 )
- [Build A Realtime Serverless GraphQL API with WebSockets on AWS ](https://andrewgriffithsonline.com/blog/serverless-websockets-on-aws/ )
2017-04-12 05:20:16 +00:00
2017-05-25 03:52:45 +00:00
## Kotlin:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Keddit - Learn Kotlin While Developing an Android Application ](https://medium.com/@juanchosaravia/learn-kotlin-while-developing-an-android-app-introduction-567e21ff9664 )
2017-05-25 03:52:45 +00:00
2018-04-16 04:54:41 +00:00
## Lua:
### LÖVE:
2018-10-04 05:45:14 +00:00
- BYTEPATH: Creation of a Complete Game with Lua and LÖVE
- [Part 0: Introduction ](https://github.com/SSYGEN/blog/issues/30 )
- [Part 1: Game Loop ](https://github.com/SSYGEN/blog/issues/15 )
- [Part 2: Libraries ](https://github.com/SSYGEN/blog/issues/16 )
- [Part 3: Rooms and Areas ](https://github.com/SSYGEN/blog/issues/17 )
- [Part 4: Exercises ](https://github.com/SSYGEN/blog/issues/18 )
- [Part 5: Game Basics ](https://github.com/SSYGEN/blog/issues/19 )
- [Part 6: Player Basics ](https://github.com/SSYGEN/blog/issues/20 )
- [Part 7: Player Stats and Attacks ](https://github.com/SSYGEN/blog/issues/21 )
- [Part 8: Enemies ](https://github.com/SSYGEN/blog/issues/22 )
- [Part 9: Director and Gameplay Loop ](https://github.com/SSYGEN/blog/issues/23 )
- [Part 10: Coding Practices ](https://github.com/SSYGEN/blog/issues/24 )
- [Part 11: Passives ](https://github.com/SSYGEN/blog/issues/25 )
- [Part 12: More Passives ](https://github.com/SSYGEN/blog/issues/26 )
- [Part 13: Skill Tree ](https://github.com/SSYGEN/blog/issues/27 )
- [Part 14: Console ](https://github.com/SSYGEN/blog/issues/28 )
- [Part 15: Final ](https://github.com/SSYGEN/blog/issues/29 )
2018-04-16 04:54:41 +00:00
2017-04-12 05:20:16 +00:00
## Python:
2017-10-21 20:12:20 +00:00
2017-05-02 06:02:03 +00:00
### Web Scraping:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Mining Twitter Data with Python ](https://marcobonzanini.com/2015/03/02/mining-twitter-data-with-python-part-1/ )
- [Scrape a Website with Scrapy and MongoDB ](https://realpython.com/blog/python/web-scraping-with-scrapy-and-mongodb/ )
- [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/ )
- [Which Movie Should I Watch using BeautifulSoup ](https://medium.com/@nishantsahoo.in/which-movie-should-i-watch-5c83a3c0f5b1 )
2017-10-21 20:12:20 +00:00
2017-05-02 06:02:03 +00:00
### Web Applications:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Build a Microblog with Flask ](https://blog.miguelgrinberg.com/post/the-flask-mega-tutorial-part-i-hello-world )
- Create a Blog Web App In Django
- [Part I : Introduction ](https://tutorial.djangogirls.org/en/ )
- [Part II : Extension To Add More Features ](https://legacy.gitbook.com/book/djangogirls/django-girls-tutorial-extensions/details )
- [Choose Your Own Adventure Presentations ](https://www.twilio.com/blog/2015/03/choose-your-own-adventures-presentations-wizard-mode-part-1-of-3.html )
- [Build a Todo List with Flask and RethinkDB ](https://realpython.com/blog/python/rethink-flask-a-simple-todo-list-powered-by-flask-and-rethinkdb/ )
- [Build a Todo List with Django and Test-Driven Development ](http://www.obeythetestinggoat.com/ )
- [Build a RESTful Microservice in Python ](http://www.skybert.net/python/developing-a-restful-micro-service-in-python/ )
- [Microservices with Docker, Flask, and React ](https://testdriven.io/ )
- [Build A Simple Web App With Flask ](https://pythonspot.com/flask-web-app-with-python/ )
- [Build a RESTful API with Flask – ](https://scotch.io/tutorials/build-a-restful-api-with-flask-the-tdd-way )
- [Create A Django API in under 20 minutes ](https://codeburst.io/create-a-django-api-in-under-20-minutes-2a082a60f6f3 )
2020-12-10 05:31:48 +00:00
- Build a Community-driven delivery application with Django, Postgres and JavaScript
- [Part 1 ](https://www.ashwinhariharan.tech/blog/thinking-of-building-a-contact-tracing-application-heres-what-you-can-do-instead/ )
- [Part 2 ](https://www.ashwinhariharan.tech/blog/thinking-of-building-a-contact-tracing-application-heres-what-you-can-do-instead-part-2/ )
2017-10-21 20:12:20 +00:00
2017-05-02 06:02:03 +00:00
### Bots:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Build a Reddit Bot ](http://pythonforengineers.com/build-a-reddit-bot-part-1/ )
- [How to Make a Reddit Bot - YouTube ](https://www.youtube.com/watch?v=krTUf7BpTc0 ) (video)
- [Build a Facebook Messenger Bot ](https://blog.hartleybrody.com/fb-messenger-bot/ )
- [Making a Reddit + Facebook Messenger Bot ](https://pythontips.com/2017/04/13/making-a-reddit-facebook-messenger-bot/ )
- How To Create a Telegram Bot Using Python
- [Part 1 ](https://khashtamov.com/en/how-to-create-a-telegram-bot-using-python/ )
- [Part 2 ](https://khashtamov.com/en/how-to-deploy-telegram-bot-django/ )
- [Create a Twitter Bot In Python ](https://medium.freecodecamp.org/creating-a-twitter-bot-in-python-with-tweepy-ac524157a607 )
2017-10-21 20:12:20 +00:00
2018-04-20 06:54:40 +00:00
### Data Science:
2018-10-04 05:45:14 +00:00
- Learn Python For Data Science by Doing Several Projects (video):
- [Part 1: Introduction ](https://www.youtube.com/watch?v=T5pRlIbr6gg )
- [Part 2: Twitter Sentiment Analysis ](https://www.youtube.com/watch?v=o_OZdbCzHUA )
- [Part 3: Recommendation Systems ](https://www.youtube.com/watch?v=9gBC9R-msAk&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=3 )
- [Part 4: Predicting Stock Prices ](https://www.youtube.com/watch?v=SSu00IRRraY&index=4&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU )
- [Part 5: Deep Dream in TensorFlow ](https://www.youtube.com/watch?v=MrBzgvUNr4w&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU&index=5 )
- [Part 6: Genetic Algorithms ](https://www.youtube.com/watch?v=dSofAXnnFrY&index=6&list=PL2-dafEMk2A6QKz1mrk1uIGfHkC1zZ6UU )
2018-04-20 06:54:40 +00:00
2017-10-25 18:24:01 +00:00
### Machine Learning:
2018-10-04 05:45:14 +00:00
- [Write Linear Regression From Scratch in Python ](https://www.youtube.com/watch?v=uwwWVAgJBcM ) (video)
- [Step-By-Step Machine Learning In Python ](https://machinelearningmastery.com/machine-learning-in-python-step-by-step/ )
- [Predict Quality Of Wine ](https://medium.freecodecamp.org/using-machine-learning-to-predict-the-quality-of-wines-9e2e13d7480d )
- [Solving A Fruits Classification Problem ](https://towardsdatascience.com/solving-a-simple-classification-problem-with-python-fruits-lovers-edition-d20ab6b071d2 )
2021-03-09 05:24:16 +00:00
- [Learn Unsupervised Learning with Python ](https://scikit-learn.org/stable/unsupervised_learning.html )
2018-10-04 05:45:14 +00:00
- [Build Your Own Neural Net from Scratch in Python ](https://towardsdatascience.com/how-to-build-your-own-neural-network-from-scratch-in-python-68998a08e4f6 )
- [Linear Regression in Python without sklearn ](https://medium.com/we-are-orb/linear-regression-in-python-without-scikit-learn-50aef4b8d122 )
- [Multivariate Linear Regression without sklearn ](https://medium.com/we-are-orb/multivariate-linear-regression-in-python-without-scikit-learn-7091b1d45905 )
2018-10-28 03:40:45 +00:00
- [Music Recommender using KNN ](https://towardsdatascience.com/how-to-build-a-simple-song-recommender-296fcbc8c85 )
2018-11-01 20:24:11 +00:00
- Find Similar Quora Questions-
2018-11-01 20:24:51 +00:00
- [Using BOW, TFIDF and Xgboost ](https://towardsdatascience.com/finding-similar-quora-questions-with-bow-tfidf-and-random-forest-c54ad88d1370 )
- [Using Word2Vec and Xgboost ](https://towardsdatascience.com/finding-similar-quora-questions-with-word2vec-and-xgboost-1a19ad272c0d )
2018-04-20 06:01:10 +00:00
2018-07-19 03:39:09 +00:00
### OpenCV:
2018-10-04 05:45:14 +00:00
- [Build A Document Scanner ](https://www.pyimagesearch.com/2014/09/01/build-kick-ass-mobile-document-scanner-just-5-minutes/ )
- [Build A Face Detector using OpenCV and Deep Learning ](https://www.pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/ )
- [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/ )
- [Detect The Salient Features in an Image ](https://www.pyimagesearch.com/2018/07/16/opencv-saliency-detection/ )
- [Build A Barcode Scanner ](https://www.pyimagesearch.com/2018/05/21/an-opencv-barcode-and-qr-code-scanner-with-zbar/ )
- [Learn Face Clustering with Python ](https://www.pyimagesearch.com/2018/07/09/face-clustering-with-python/ )
- [Object Tracking with Camshift ](https://www.pyimagesearch.com/wp-content/uploads/2014/11/opencv_crash_course_camshift.pdf )
- [Semantic Segmentation with OpenCV and Deep Learning ](https://www.pyimagesearch.com/2018/09/03/semantic-segmentation-with-opencv-and-deep-learning/ )
- [Text Detection in Images and Videos ](https://www.pyimagesearch.com/2018/08/20/opencv-text-detection-east-text-detector/ )
- [People Counter using OpenCV ](https://www.pyimagesearch.com/2018/08/13/opencv-people-counter/ )
- [Tracking Multiple Objects with OpenCV ](https://www.pyimagesearch.com/2018/08/06/tracking-multiple-objects-with-opencv/ )
- [Neural Style Transfer with OpenCV ](https://www.pyimagesearch.com/2018/08/27/neural-style-transfer-with-opencv/ )
- [OpenCV OCR and Text Recognition ](https://www.pyimagesearch.com/2018/09/17/opencv-ocr-and-text-recognition-with-tesseract/ )
- [Text Skew Correction Tutorial ](https://www.pyimagesearch.com/2017/02/20/text-skew-correction-opencv-python/ )
- [Facial Landmark Detection Tutorial ](https://www.pyimagesearch.com/2017/04/03/facial-landmarks-dlib-opencv-python/ )
2018-10-04 05:48:39 +00:00
- [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/ )
2018-10-04 06:25:41 +00:00
- [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/ )
2018-10-07 08:01:29 +00:00
- [EigenFaces using OpenCV ](https://www.learnopencv.com/eigenface-using-opencv-c-python/ )
2018-10-07 08:02:49 +00:00
- [Faster(5-point) Facial Landmark Detection Tutorial ](https://www.pyimagesearch.com/2018/04/02/faster-facial-landmark-detector-with-dlib/ )
2018-10-18 15:10:35 +00:00
- [Hand Keypoint Detection ](https://www.learnopencv.com/hand-keypoint-detection-using-deep-learning-and-opencv/ )
2018-11-01 20:20:29 +00:00
- Dlib Correlation Object Tracking -
- [Single Object Tracker ](https://www.pyimagesearch.com/2018/10/22/object-tracking-with-dlib/ )
2018-11-01 20:21:12 +00:00
- [Mutiple Object Tracker ](https://www.pyimagesearch.com/2018/10/29/multi-object-tracking-with-dlib/ )
2018-12-22 06:21:47 +00:00
- [Image Stitching with OpenCV and Python ](https://www.pyimagesearch.com/2018/12/17/image-stitching-with-opencv-and-python/ )
2018-12-22 06:22:33 +00:00
- [Instance Segmentation with OpenCV ](https://www.pyimagesearch.com/2018/11/26/instance-segmentation-with-opencv/ )
2020-05-06 14:06:51 +00:00
- [Face mask detector ](https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/ )
2018-07-19 03:39:09 +00:00
2018-04-20 06:01:35 +00:00
### Deep Learning:
2018-04-20 06:01:10 +00:00
2018-10-04 05:45:14 +00:00
- [Using Convolutional Neural Nets to Detect Facial Keypoints ](http://danielnouri.org/notes/2014/12/17/using-convolutional-neural-nets-to-detect-facial-keypoints-tutorial/ )
- [Generate an Average Face using Python and OpenCV ](https://www.learnopencv.com/average-face-opencv-c-python-tutorial/ )
- [Break A Captcha System using CNNs ](https://medium.com/@ageitgey/how-to-break-a-captcha-system-in-15-minutes-with-machine-learning-dbebb035a710 )
- [Use pre-trained Inception model to provide image predictions ](https://medium.com/google-cloud/keras-inception-v3-on-google-compute-engine-a54918b0058 )
- [Create your first CNN ](https://hackernoon.com/deep-learning-cnns-in-tensorflow-with-gpus-cba6efe0acc2 )
- [Build A Facial Recognition Pipeline ](https://hackernoon.com/building-a-facial-recognition-pipeline-with-deep-learning-in-tensorflow-66e7645015b8 )
- [Build An Image Caption Generator ](https://medium.freecodecamp.org/building-an-image-caption-generator-with-deep-learning-in-tensorflow-a142722e9b1f )
- [Make your Own Face Recognition System ](https://medium.freecodecamp.org/making-your-own-face-recognition-system-29a8e728107c )
- [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 )
- [Object Detection With Neural Networks ](https://towardsdatascience.com/object-detection-with-neural-networks-a4e2c46b4491 )
- Learn Twitter Sentiment Analysis -
- [Part I - Data Cleaning ](https://towardsdatascience.com/another-twitter-sentiment-analysis-bb5b01ebad90 )
- [Part II - EDA, Data Visualisation ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-2-333514854913 )
- [Part III - Zipf's Law, Data Visualisation ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-3-zipfs-law-data-visualisation-fc9eadda71e7 )
- [Part IV - Feature Extraction(count vectoriser) ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-4-count-vectorizer-b3f4944e51b5 )
- [Part V - Feature Extraction(Tfidf vectoriser) ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-5-50b4e87d9bdd )
- [Part VI - Doc2Vec ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-6-doc2vec-603f11832504 )
- [Part VII - Phrase Modeling + Doc2Vec ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-7-phrase-modeling-doc2vec-592a8a996867 )
- [Part VIII - Dimensionality Reduction ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-8-dimensionality-reduction-chi2-pca-c6d06fb3fcf3 )
- [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 )
- [Part X - Neural Nets with word2vec/doc2vec ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-10-neural-network-with-a6441269aa3c )
- [Part XI - CNN with Word2Vec ](https://towardsdatascience.com/another-twitter-sentiment-analysis-with-python-part-11-cnn-word2vec-41f5e28eda74 )
- [Use Transfer Learning for custom image classification ](https://becominghuman.ai/transfer-learning-retraining-inception-v3-for-custom-image-classification-2820f653c557 )
- [Learn to Code a simple Neural Network in 11 lines of Python ](https://iamtrask.github.io/2015/07/12/basic-python-network/ )
- [Build a Neural Network using Gradient Descent Approach ](https://iamtrask.github.io/2015/07/27/python-network-part2/ )
- [Train a Keras Model To Generate Colors ](https://heartbeat.fritz.ai/how-to-train-a-keras-model-to-generate-colors-3bc79e54971b )
- [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/ )
- [Use EigenFaces and FisherFaces on Faces94 dataset ](https://nicholastsmith.wordpress.com/2016/02/18/eigenfaces-versus-fisherfaces-on-the-faces94-database-with-scikit-learn/ )
- [Kaggle MNIST Digit Recognizer Tutorial ](https://medium.com/@lvarruda/how-to-get-top-2-position-on-kaggles-mnist-digit-recognizer-48185d80a2d4 )
- [Fashion MNIST tutorial with tf.keras ](https://medium.com/tensorflow/hello-deep-learning-fashion-mnist-with-keras-50fcff8cd74a )
2018-10-18 15:05:59 +00:00
- [CNN using Keras to automatically classify root health ](https://www.pyimagesearch.com/2018/10/15/deep-learning-hydroponics-and-medical-marijuana/ )
2018-10-18 15:07:03 +00:00
- [Keras vs Tensorflow ](https://www.pyimagesearch.com/2018/10/08/keras-vs-tensorflow-which-one-is-better-and-which-one-should-i-learn/ )
2018-12-15 18:02:50 +00:00
- [Deep Learning and Medical Image Analysis for Malaria Detection ](https://www.pyimagesearch.com/2018/12/03/deep-learning-and-medical-image-analysis-with-keras/ )
2018-12-23 17:54:52 +00:00
- [Transfer Learning for Image Classification using Keras ](https://towardsdatascience.com/transfer-learning-for-image-classification-using-keras-c47ccf09c8c8 )
2018-12-23 17:56:18 +00:00
- [Code a Smile Classifier using CNNS in Python ](https://github.com/kylemcdonald/SmileCNN )
2018-12-23 18:04:08 +00:00
- [Natural Language Processing using scikit-learn ](https://towardsdatascience.com/natural-language-processing-count-vectorization-with-scikit-learn-e7804269bb5e )
2019-10-05 15:35:19 +00:00
- [Code a Taylor Swift Lyrics Generator ](https://towardsdatascience.com/ai-generates-taylor-swifts-song-lyrics-6fd92a03ef7e )
2020-11-20 11:20:42 +00:00
- [Mask detection using PyTorch Lightning ](https://towardsdatascience.com/how-i-built-a-face-mask-detector-for-covid-19-using-pytorch-lightning-67eb3752fd61 )
2017-10-25 18:24:01 +00:00
2017-05-02 06:02:03 +00:00
### Miscellaneous:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Build a Simple Interpreter ](https://ruslanspivak.com/lsbasi-part1/ )
- [Build a Simple Blockchain in Python ](https://hackernoon.com/learn-blockchains-by-building-one-117428612f46 )
- [Write a NoSQL Database in Python ](https://jeffknupp.com/blog/2014/09/01/what-is-a-nosql-database-learn-by-writing-one-in-python/ )
- [Building a Gas Pump Scanner with OpenCV/Python/iOS ](https://hackernoon.com/building-a-gas-pump-scanner-with-opencv-python-ios-116fe6c9ae8b )
2020-02-23 02:49:00 +00:00
- [Build a Distributed Streaming System with Python and Kafka ](https://codequs.com/p/S14jQ5UyG/build-a-distributed-streaming-system-with-apache-kafka-and-python )
2018-10-04 05:45:14 +00:00
- [Writing a basic x86-64 JIT compiler from scratch in stock Python ](https://csl.name/post/python-jit/ )
- Making a low level (Linux) debugger
- [Part 1 ](https://blog.asrpo.com/making_a_low_level_debugger )
- [Part 2: C ](https://blog.asrpo.com/making_a_low_level_debugger_part_2 )
- Implementing a Search Engine
- [Part 1 ](http://www.ardendertat.com/2011/05/30/how-to-implement-a-search-engine-part-1-create-index/ )
- [Part 2 ](http://www.ardendertat.com/2011/05/31/how-to-implement-a-search-engine-part-2-query-index/ )
- [Part 3 ](http://www.ardendertat.com/2011/07/17/how-to-implement-a-search-engine-part-3-ranking-tf-idf/ )
- [Build the Game of Life ](https://robertheaton.com/2018/07/20/project-2-game-of-life/ )
- [Create terminal ASCII art ](https://robertheaton.com/2018/06/12/programming-projects-for-advanced-beginners-ascii-art/ )
2019-04-30 14:27:40 +00:00
- [Write a Tic-Tac-Toe AI ](https://robertheaton.com/2018/10/09/programming-projects-for-advanced-beginners-3-a/ )
- [Create photomosaic art ](https://robertheaton.com/2018/11/03/programming-project-4-photomosaics/ )
- [Build the game "Snake" in the terminal ](https://robertheaton.com/2018/12/02/programming-project-5-snake/ )
2019-03-27 18:15:48 +00:00
- [Write yourself a Git ](https://wyag.thb.lt/ )
2020-06-25 04:32:47 +00:00
- [A Python implementation of a Python bytecode runner ](https://www.aosabook.org/en/500L/a-python-interpreter-written-in-python.html )
2017-04-12 05:59:03 +00:00
## Go:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [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/ )
- [Building Go Web Applications and Microservices Using Gin ](https://semaphoreci.com/community/tutorials/building-go-web-applications-and-microservices-using-gin )
- [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 )
- Building Blockchain in Go
- [Part 1: Basic Prototype ](https://jeiwan.cc/posts/building-blockchain-in-go-part-1/ )
- [Part 2: Proof of Work ](https://jeiwan.cc/posts/building-blockchain-in-go-part-2/ )
- [Part 3: Persistence and CLI ](https://jeiwan.cc/posts/building-blockchain-in-go-part-3/ )
- [Part 4: Transactions 1 ](https://jeiwan.cc/posts/building-blockchain-in-go-part-4/ )
- [Part 5: Address ](https://jeiwan.cc/posts/building-blockchain-in-go-part-5/ )
- [Part 6: Transactions 2 ](https://jeiwan.cc/posts/building-blockchain-in-go-part-6/ )
- [Part 7: Network ](https://jeiwan.cc/posts/building-blockchain-in-go-part-7/ )
2020-04-08 09:44:14 +00:00
- [Build Web Application with GoLang ](https://astaxie.gitbooks.io/build-web-application-with-golang/ )
2019-10-17 10:59:38 +00:00
- [Building a container from scratch in Go - Liz Rice (Microscaling Systems) ](https://www.youtube.com/watch?v=8fi7uSYlOdc )
2021-03-21 10:30:25 +00:00
- [Part 1: Basic Prototype ](https://jeiwan.net/posts/building-blockchain-in-go-part-1/ )
- [Part 2: Proof of Work ](https://jeiwan.net/posts/building-blockchain-in-go-part-2/ )
- [Part 3: Persistence and CLI ](https://jeiwan.net/posts/building-blockchain-in-go-part-3/ )
- [Part 4: Transactions 1 ](https://jeiwan.net/posts/building-blockchain-in-go-part-4/ )
- [Part 5: Address ](https://jeiwan.net/posts/building-blockchain-in-go-part-5/ )
- [Part 6: Transactions 2 ](https://jeiwan.net/posts/building-blockchain-in-go-part-6/ )
- [Part 7: Network ](https://jeiwan.net/posts/building-blockchain-in-go-part-7/ )
2021-08-20 00:23:35 +00:00
- [Build Web Application with GoLang ](https://astaxie.gitbooks.io/build-web-application-with-golang/content/en/ )
2020-02-28 21:35:13 +00:00
- [Building a container from scratch in Go - Liz Rice (Microscaling Systems) ](https://www.youtube.com/watch?v=8fi7uSYlOdc )
2020-05-14 06:50:57 +00:00
- Building a Chat Application in Go with ReactJS
- [Part 1: Initial Setup ](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-1-initial-setup/ )
- [Part 2: Simple Communication ](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-2-simple-communication/ )
- [Part 3: Designing our Frontend ](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-3-designing-our-frontend/ )
- [Part 4: Handling Multiple Clients ](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-4-handling-multiple-clients/ )
- [Part 5: Improving the Frontend ](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-5-improved-frontend/ )
- [Part 6: Dockerizing your Backend ](https://tutorialedge.net/projects/chat-system-in-go-and-react/part-6-dockerizing-your-backend/ )
- [Go WebAssembly Tutorial - Building a Calculator Tutorial ](https://tutorialedge.net/golang/go-webassembly-tutorial/ )
2021-05-07 19:48:45 +00:00
- REST Servers in Go
- [Part 1 - standard library ](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-1-standard-library/ )
- [Part 2 - using a router package ](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-2-using-a-router-package/ )
- [Part 3 - using a web framework ](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-3-using-a-web-framework/ )
- [Part 4 - using OpenAPI and Swagger ](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-4-using-openapi-and-swagger/ )
- [Part 5 - middleware ](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-5-middleware/ )
- [Part 6 - authentication ](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-6-authentication/ )
- [Part 7 - GraphQL ](https://eli.thegreenplace.net/2021/rest-servers-in-go-part-7-graphql/ )
2021-08-03 10:58:24 +00:00
- Let's build a URL shortener in Go - with Gin & Redis
- [Part 1 ](https://www.eddywm.com/lets-build-a-url-shortener-in-go/ )
- [Part 2 ](https://www.eddywm.com/lets-build-a-url-shortener-in-go-with-redis-part-2-storage-layer/ )
- [Part 3 ](https://www.eddywm.com/lets-build-a-url-shortener-in-go-part-3-short-link-generation/ )
- [Part 4 ](https://www.eddywm.com/lets-build-a-url-shortener-in-go-part-iv-forwarding/ )
2017-04-12 05:31:55 +00:00
2017-05-11 13:48:35 +00:00
## PHP:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [How To Build A Blog With Laravel ](https://www.youtube.com/playlist?list=PLwAKR305CRO-Q90J---jXVzbOd4CDRbVx ) (video)
- [Make Your Own Blog (in Pure PHP) ](http://ilovephp.jondh.me.uk/en/tutorial/make-your-own-blog )
- [Build A Real Estate Website Example with SilverStripe ](https://www.silverstripe.org/learn/lessons/ )
- [Building Realtime Chat App with Laravel 5.4 and VueJS ](https://www.youtube.com/playlist?list=PLXsbBbd36_uVjOFH_P25__XAyGsohXWlv ) (video)
- [Build A Social Network: Laravel 5 - Youtube ](https://www.youtube.com/playlist?list=PLfdtiltiRHWGGxaR6uFtwZnnbcXqyq8JD ) (video)
- Build a full-featured multi-tenant app with Laravel
- [Part 0: Introduction ](https://medium.com/@ashokgelal/writing-a-full-featured-multi-tenant-laravel-app-from-scratch-a0e1a7350d9d )
- [Part 1: Setup ](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-1-4049a3cc229d )
- [Part 2: Roles and Permissinos ](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-2-roles-and-permissions-d9a5bfe5d525 )
- [Part 3: Invitation ](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-3-invitation-c982dca55eb9 )
- [Part 4: Authentication ](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-4-tenancy-aware-authentication-e0ee37270bc8 )
- [Part 5: Testing ](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-2-unit-tests-96d6dfbf0617 )
- [Part 6: User Profile ](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-5-user-profile-5c3d0c655f3a )
- [Part 7: Deployment ](https://medium.com/@ashokgelal/a-full-featured-multi-tenant-app-with-laravel-part-7-deployment-40bb3c895627 )
2020-05-23 09:56:54 +00:00
- [Build a Laravel CRUD Application From Scratch ](https://www.codewall.co.uk/laravel-crud-demo-with-resource-controller-tutorial/ )
2017-05-04 22:18:35 +00:00
2017-10-21 23:11:25 +00:00
## OCaml:
2018-10-04 05:45:14 +00:00
- [Implement a Language with LLVM in OCaml ](https://llvm.org/docs/tutorial/#kaleidoscope-implementing-a-language-with-llvm-in-objective-caml )
2017-10-21 23:11:25 +00:00
2017-04-12 05:37:11 +00:00
## Ruby:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Build a Network Stack with Ruby ](https://medium.com/geckoboard-under-the-hood/how-to-build-a-network-stack-in-ruby-f73aeb1b661b )
2019-12-04 17:58:40 +00:00
- Build your own Redis
- [Part 0: Introduction ](https://rohitpaulk.com/articles/redis-0 )
- [Part 1: Barebones TCP Server ](https://rohitpaulk.com/articles/redis-1 )
- [Part 2: PING <-> PONG ](https://rohitpaulk.com/articles/redis-2 )
- [Part 3: Concurrent Clients ](https://rohitpaulk.com/articles/redis-3 )
- [Part 4: ECHO ](https://rohitpaulk.com/articles/redis-4 )
2021-01-28 04:10:14 +00:00
- [Rebuilding Git in Ruby ](https://thoughtbot.com/blog/rebuilding-git-in-ruby )
2017-10-21 23:03:59 +00:00
### Ruby on Rails:
2018-10-04 05:45:14 +00:00
- [The Ruby on Rails Tutorial ](https://www.railstutorial.org/book )
- [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 )
- [Build a Social Network using Rails ](https://medium.com/rails-ember-beyond/how-to-build-a-social-network-using-rails-eb31da569233 )
2019-10-10 06:43:39 +00:00
- [How To Build a Ruby on Rails Application ](https://www.digitalocean.com/community/tutorials/how-to-build-a-ruby-on-rails-application )
2017-04-12 05:37:11 +00:00
2017-04-12 05:31:55 +00:00
## Haskell:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Write You a Haskell - Build a modern functional compiler ](http://dev.stephendiehl.com/fun/ )
- [Write Yourself a Scheme in 48 hours ](https://en.wikibooks.org/wiki/Write_Yourself_a_Scheme_in_48_Hours )
- [Write You A Scheme, Version 2 ](https://github.com/write-you-a-scheme-v2/scheme )
- [Roll Your Own IRC Bot ](https://wiki.haskell.org/Roll_your_own_IRC_bot )
- [Making Movie Monad ](https://lettier.github.io/posts/2016-08-15-making-movie-monad.html )
- [Making a Website with Haskell **(outdated)** ](http://adit.io/posts/2013-04-15-making-a-website-with-haskell.html )
2017-04-12 06:19:02 +00:00
2017-05-02 09:53:22 +00:00
## R:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Build Web Apps with Shiny ](http://shiny.rstudio.com/tutorial/ )
- [Build A Cryptocurrency Bot ](https://towardsdatascience.com/build-a-cryptocurrency-trading-bot-with-r-1445c429e1b1 )
- [Learn Associate Rule Mining in R ](https://towardsdatascience.com/association-rule-mining-in-r-ddf2d044ae50 )
2017-05-02 09:53:22 +00:00
2017-04-12 06:19:02 +00:00
## Rust:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- A Simple Web App in Rust
- [Part 1 ](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-1/ )
- [Part 2a ](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-2a/ )
- [Part 2b ](http://joelmccracken.github.io/entries/a-simple-web-app-in-rust-pt-2b/ )
2019-04-22 23:35:16 +00:00
- [Write an OS in pure Rust ](https://os.phil-opp.com/ )
2018-10-04 05:45:14 +00:00
- [Build a browser engine in Rust ](https://limpet.net/mbrubeck/2014/08/08/toy-layout-engine-1.html )
- [Write a Microservice in Rust ](http://www.goldsborough.me/rust/web/tutorial/2018/01/20/17-01-11-writing_a_microservice_in_rust/ )
- [Learning Rust with Too Many Linked Lists ](http://cglab.ca/~abeinges/blah/too-many-lists/book/README.html )
- Rust in Detail: Writing Scalable Chat Service from Scratch
- [Part 1: Implementing WebSocket. Introduction. ](https://nbaksalyar.github.io/2015/07/10/writing-chat-in-rust.html )
- [Part 2: Sending and Receiving Messages ](https://nbaksalyar.github.io/2015/11/09/rust-in-detail-2.html )
2019-02-26 00:33:24 +00:00
- [Writing a Rust Roguelike for the Desktop and the Web ](https://aimlesslygoingforward.com/blog/2019/02/09/writing-a-rust-roguelike-for-the-desktop-and-the-web/ )
2021-06-09 19:39:43 +00:00
- [Writing NES Emulator in Rust ](https://bugzmanov.github.io/nes_ebook/ )
2021-07-22 08:06:08 +00:00
- Create a simulation of evolution using neural network and genetic algorithm, and compile the application to WebAssembly
- [Part 1 ](https://pwy.io/en/posts/learning-to-fly-pt1/ )
- [Part 2 ](https://pwy.io/en/posts/learning-to-fly-pt2/ )
- [Part 3 ](https://pwy.io/en/posts/learning-to-fly-pt3/ )
- [Part 4 ](https://pwy.io/en/posts/learning-to-fly-pt4/ )
2017-04-28 19:42:35 +00:00
2019-12-26 07:33:32 +00:00
## Scala:
- [Simple actor-based blockchain ](https://www.freecodecamp.org/news/how-to-build-a-simple-actor-based-blockchain-aac1e996c177/ )
- [No Magic: Regular Expressions ](https://rcoh.svbtle.com/no-magic-regular-expressions )
2017-04-28 19:42:35 +00:00
2017-05-23 14:02:40 +00:00
## Swift:
2017-10-21 20:12:20 +00:00
2018-10-04 05:45:14 +00:00
- [Hacking with Swift - Learn Swift by doing 39 projects ](https://www.hackingwithswift.com/read )
2021-08-13 22:30:18 +00:00
- [Retro first-person shooter from scratch ](https://github.com/nicklockwood/RetroRampage )
2017-05-23 14:02:40 +00:00
2017-04-28 19:42:35 +00:00
## Additional Resources
2018-11-01 20:20:29 +00:00
- [React Redux Links ](https://github.com/markerikson/react-redux-links )
2019-10-28 19:51:55 +00:00
- [Udemy.com ](https://www.udemy.com/ )
2018-11-01 20:20:29 +00:00
- [Full Stack Python ](https://www.fullstackpython.com/ )
- [Node School ](https://nodeschool.io/ )
- [ScotchIO ](https://scotch.io/ )
- [Exercism ](http://www.exercism.io/ )
- [Egghead.io ](http://www.egghead.io/ )
- [Michael Herman's Blog ](http://mherman.org/ )
- [Thinkster.io ](http://thinkster.io )
2019-03-02 15:01:50 +00:00
- [C Project Based Tutorials ](https://github.com/rby90/Project-Based-Tutorials-in-C )
2018-11-01 20:20:29 +00:00
- [Enlight ](https://enlight.nyc/ )
- [Hack Club Workshops ](https://hackclub.com/workshops/ )
2021-01-31 11:42:57 +00:00
- [CodeCrafters ](https://codecrafters.io/ )
