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MIT License
Copyright (c) 2017 Tu Tran
Copyright (c) 2020 Tu Tran
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal

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# Project Based Learning
[![Gitter](https://badges.gitter.im/practical-tutorials/community.svg)](https://gitter.im/practical-tutorials/community?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge)
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.
@ -40,7 +41,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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)
- [How to Write an Emulator (CHIP-8 interpreter)](http://www.multigesture.net/articles/how-to-write-an-emulator-chip-8-interpreter/)
- [Building a CHIP-8 Emulator](https://austinmorlan.com/posts/chip8_emulator/)
- [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/)
- Tiny 3D graphics projects
@ -152,6 +153,8 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [Build a Twitter Bot with Clojure](http://howistart.org/posts/clojure/1/index.html)
- [Building a Spell-Checker](https://bernhardwenzel.com/articles/clojure-spellchecker/)
- [Building a JIRA integration with Clojure & Atlassian Connect](https://hackernoon.com/building-a-jira-integration-with-clojure-atlassian-connect-506ebd112807)
- [Prototyping with Clojure](https://github.com/aliaksandr-s/prototyping-with-clojure)
- [Tetris in ClojureScript](https://shaunlebron.github.io/t3tr0s-slides)
## Elixir
@ -179,11 +182,14 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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)
- [Build a Jupyter Notebook Extension](https://link.medium.com/wWUO7TN8SS)
- [Build a TicTacToe Game with JavaScript](https://medium.com/javascript-in-plain-english/build-tic-tac-toe-game-using-javascript-3afba3c8fdcc)
## HTML and CSS:
- [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)
- [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/)
### Mobile Application:
@ -197,14 +203,14 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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/)
- [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/)
- [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)
- [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)
- [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)
- [Build A Simple Medium Clone using React.js and Node.js](https://medium.com/@kris101/clone-medium-on-node-js-and-react-js-731cdfbb6878)
- [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)
@ -265,6 +271,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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)
- [Vue.js To-Do List Tutorial (video)](https://www.youtube.com/watch?v=78tNYZUS-ps)
- [Vue 2 + Pub/Sub: Build a peer to peer multi-user platform for games](https://www.ably.io/tutorials/peer-to-peer-vue)
#### Others (Hapi, Express...):
@ -355,6 +362,9 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [Build A Simple Web App With Flask](https://pythonspot.com/flask-web-app-with-python/)
- [Build a RESTful API with Flask – The TDD Way](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)
- 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/)
### Bots:
@ -383,7 +393,6 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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)
- [Learn Unsupervised Learning with Python](https://towardsdatascience.com/unsupervised-learning-with-python-173c51dc7f03)
- [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)
@ -419,6 +428,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [Mutiple Object Tracker](https://www.pyimagesearch.com/2018/10/29/multi-object-tracking-with-dlib/)
- [Image Stitching with OpenCV and Python](https://www.pyimagesearch.com/2018/12/17/image-stitching-with-opencv-and-python/)
- [Instance Segmentation with OpenCV](https://www.pyimagesearch.com/2018/11/26/instance-segmentation-with-opencv/)
- [Face mask detector](https://www.pyimagesearch.com/2020/05/04/covid-19-face-mask-detector-with-opencv-keras-tensorflow-and-deep-learning/)
### Deep Learning:
@ -459,6 +469,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [Code a Smile Classifier using CNNS in Python](https://github.com/kylemcdonald/SmileCNN)
- [Natural Language Processing using scikit-learn](https://towardsdatascience.com/natural-language-processing-count-vectorization-with-scikit-learn-e7804269bb5e)
- [Code a Taylor Swift Lyrics Generator](https://towardsdatascience.com/ai-generates-taylor-swifts-song-lyrics-6fd92a03ef7e)
- [Mask detection using PyTorch Lightning](https://towardsdatascience.com/how-i-built-a-face-mask-detector-for-covid-19-using-pytorch-lightning-67eb3752fd61)
### Miscellaneous:
@ -481,6 +492,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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/)
- [Write yourself a Git](https://wyag.thb.lt/)
- [A Python implementation of a Python bytecode runner](https://www.aosabook.org/en/500L/a-python-interpreter-written-in-python.html)
## Go:
@ -488,14 +500,14 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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/)
- [Build Web Application with GoLang](https://legacy.gitbook.com/book/astaxie/build-web-application-with-golang/details)
- [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/)
- [Build Web Application with GoLang](https://astaxie.gitbooks.io/build-web-application-with-golang/content/en/)
- [Building a container from scratch in Go - Liz Rice (Microscaling Systems)](https://www.youtube.com/watch?v=8fi7uSYlOdc)
- 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/)
@ -505,7 +517,19 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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/)
- 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/)
- 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/)
## PHP:
@ -523,6 +547,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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)
- [Build a Laravel CRUD Application From Scratch](https://www.codewall.co.uk/laravel-crud-demo-with-resource-controller-tutorial/)
## OCaml:
@ -537,6 +562,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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)
- [Rebuilding Git in Ruby](https://thoughtbot.com/blog/rebuilding-git-in-ruby)
### Ruby on Rails:
@ -551,7 +577,6 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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)
- [Let's Build A Basic Compiler in Haskell](http://alephnullplex.github.io/cradle/)
- [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)
@ -575,6 +600,12 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
- [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)
- [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/)
- [Writing NES Emulator in Rust](https://bugzmanov.github.io/nes_ebook/)
- 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/)
## Scala:
- [Simple actor-based blockchain](https://www.freecodecamp.org/news/how-to-build-a-simple-actor-based-blockchain-aac1e996c177/)
@ -583,6 +614,7 @@ To get started, simply fork this repo. Please refer to [CONTRIBUTING.md](CONTRIB
## Swift:
- [Hacking with Swift - Learn Swift by doing 39 projects](https://www.hackingwithswift.com/read)
- [Retro first-person shooter from scratch](https://github.com/nicklockwood/RetroRampage)
## Additional Resources