MickJerin12/community-project-ideas

Catalog of all the ideas/tutorials for project based learning!

community-project-ideas

To get started, simply fork this repo. Please refer to CONTRIBUTING.md for contribution guidelines.

Table of Contents:

• Algorithms

• Android

• AR/VR

• C/C++

• Flutter

• Go

• HTML/CSS

• Java

• JavaScript

• Kotlin

• PHP

• Python (Web Scraping, DL)

• Ruby

• R

• Swift

Algorithms:

• ADD

AR/VR:

• ADD

C/C++:

• Build an Interpreter (Chapter 14 on is written in C)

• Write a Shell in C

• Write a FUSE Filesystem

• Build Your Own Text Editor

• Build Your Own Lisp

• How to Program an NES Game in C

• Write an OS from scratch

• How to create an OS from scratch

• How to Write an Emulator (CHIP-8 interpreter)

• Beginning Game Programming with C++ and SDL

• Implementing a Key-Value Store

• Writing a minimal x86-64 JIT compiler in C++

  • Part 1

  • Part 2

• Build a Live Code-reloader Library for C++

• Write a hash table in C

• Let's Build a Simple Database

• Let's Write a Kernel

• Write a Bootloader in C

• Linux Container in 500 Lines of Code

• Write Your Own Virtual Machine

• Learning KVM - Implement Your Own Linux Kernel

• Write a C compiler

  • Part 1: Integers, Lexing and Code Generation

  • Part 2: Unary Operators

  • Part 3: Binary Operators

  • Part 4: Even More Binary Operators

  • Part 5: Local Variables

  • Part 6: Conditionals

  • Part 7: Compound Statements

  • Part 8: Loops

• Implementing a Language with LLVM

• Meta Crush Saga: a C++17 compile-time game

• High-Performance Matrix Multiplication

• Space Invaders from Scratch

  • Part 1

  • Part 2

  • Part 3

  • Part 4

  • Part 5

• Tetris Tutorial in C++ Platform Independent

• Writing a Linux Debugger

  • Part 1: Setup

  • Part 2: Breakpoints

  • Part 3: Registers and memory

  • Part 4: Elves and dwarves

  • Part 5: Source and signals

  • Part 6: Source-level stepping

  • Part 7: Source-level breakpoints

  • Part 8: Stack unwinding

  • Part 9: Handling variables

  • Part 10: Advanced topics

  Network programming

  • Let's Code a TCP/IP Stack

    • Part 1: Ethernet & ARP

    • Part 2: IPv4 & ICMPv4

    • Part 3: TCP Basics & Handshake

    • Part 4: TCP Data Flow & Socket API

    • Part 5: TCP Retransmission

  • Programming concurrent servers

    • Part 1 - Introduction

    • Part 2 - Threads

    • Part 3 - Event-driven

    • Part 4 - libuv

    • Part 5 - Redis case study

    • Part 6 - Callbacks, Promises and async/await

  OpenGL:

  • Creating 2D Breakout game clone in C++ with OpenGL

    • Breakout

    • Setting up

    • Rendering Sprites

    • Levels

    • Collisions

      • Ball

      • Collision detection

      • Collision resolution

    • Particles

    • Postprocessing

    • Powerups

    • Audio

    • Render text

    • Final thoughts

  • Handmade Hero

  • How to Make Minecraft in C++/OpenGL (video)

• Build an Interpreter (Chapter 4-13 is written in Java)

• Build a Simple HTTP Server with Java

• Build an Android Flashlight App (video)

• Build a Spring Boot App with User Authentication

JavaScript:

• Build 30 things in 30 days with 30 tutorials

• Build an App in Pure JS

• Build a Jupyter Notebook Extension

HTML and CSS:

• Build A Loading Screen

• Build an HTML Calculator with JS

Mobile Application:

• Build a React Native Todo Application

Web Applications:

React:

• Create Serverless React.js Apps

• Create a Trello Clone

• Create a Character Voting App with React, Node, MongoDB and SocketIO

• React Tutorial: Cloning Yelp

• Build a Full Stack Movie Voting App with Test-First Development using Mocha, React, Redux and Immutable

• Build a Twitter Stream with React and Node

• Build a Serverless MERN Story App with Webtask.io

  • Part 1

  • Part 2

• Build A Simple Medium Clone using React.js and Node.js

• Integrate MailChimp in JS

• Build A Chrome Extension with React + Parcel

• Build A ToDo App With React Native

• Make a Chat Application

• Create a News App with React Native

• Learn Webpack For React

• Testing React App With Pupepeteer and Jest

• Build Your Own React Boilerplate

• Code The Game Of Life With React

• A Basic React+Redux Introductory Tutorial

• Build an Appointment Scheduler

• Build A Chat App with Sentiment Analysis

• Build A Full Stack Web Application Setup

Angular:

• Build an Instagram Clone with Angular 1.x

• Build an offline-capable Hacker News client with Angular 2+

  • Part 1

  • Part 2

• Build a Google+ clone with Django and AngularJS (Angular 1.x)

• Build A Beautiful Real World App with Angular 6 :

  • Part I

• Build Responsive layout with BootStrap 4 and Angular 6

• ToDo App with Angular 5

  • Introduction to Angular

  • Part 1

Node:

• Build A Simple Website With Node,Express and MongoDB

• Build a real-time Markdown Editor with NodeJS

• Test-Driven Development with Node, Postgres and Knex

• Write a Twitter Bot in Node.js

  • Part 1

  • Part 2

• Create A Simple RESTFUL Web App

• Build A Simple Search Bot in 30 minutes

• Build A Job Scraping Web App

Vue

• Vue 2 + Firebase: How to build a Vue app with Firebase authentication system in 15 minutes

• Vue.js Application Tutorial – Creating a Simple Budgeting App with Vue

• Build a Blog with Vue, GraphQL and Apollo

• Build a full stack web application using MEVN (MongoDB, Express, Vue, Node) stack

  • Part 1

  • Part 2

• Vue.js To-Do List Tutorial (video)

Others (Hapi, Express...):

• Build a Progressive Web Application (PWA)

  • Part 1

  • Part 2

  • Part 3

• Build A Support Ticket Application With AdonisJs

  • Part 1

  • Part 2

• Build A Native Desktop App with JS

• Build a Powerful API with NodeJs,GraphQL and Hapi

  • Part I

D3.js

• Learn D3 using examples

• Learn To Make A Line Chart

Game Development:

• Make 2D Breakout Game using Phaser

• Make Flappy Bird in HTML5 and JavaScript with Phaser

  • Part 1

  • Part 2

Desktop Application:

• Build a Music Player with React & Electron

  • Part 1

  • Part 2

  • Part 3

• Build A Desktop Chat App with React and Electron

Miscellaneous:

• How to Build a Web Framework in Less Than 20 Lines of Code

• Build Yourself a Redux

• How to write your own Virtual DOM

• Build A Realtime Serverless GraphQL API with WebSockets on AWS

Kotlin:

• Keddit - Learn Kotlin While Developing an Android Application

Python:

Web Scraping:

• Mining Twitter Data with Python

• Scrape a Website with Scrapy and MongoDB

• How To Scrape With Python and Selenium WebDriver

• Which Movie Should I Watch using BeautifulSoup

Web Applications:

• Build a Microblog with Flask

• Create a Blog Web App In Django

  • Part I : Introduction

  • Part II : Extension To Add More Features

• Choose Your Own Adventure Presentations

• Build a Todo List with Flask and RethinkDB

• Build a Todo List with Django and Test-Driven Development

• Build a RESTful Microservice in Python

• Microservices with Docker, Flask, and React

• Build A Simple Web App With Flask

• Build a RESTful API with Flask – The TDD Way

• Create A Django API in under 20 minutes

Bots:

• Build a Reddit Bot

• How to Make a Reddit Bot - YouTube (video)

• Build a Facebook Messenger Bot

• Making a Reddit + Facebook Messenger Bot

• How To Create a Telegram Bot Using Python

  • Part 1

  • Part 2

• Create a Twitter Bot In Python

Data Science:

• Learn Python For Data Science by Doing Several Projects (video):

  • Part 1: Introduction

  • Part 2: Twitter Sentiment Analysis

  • Part 3: Recommendation Systems

  • Part 4: Predicting Stock Prices

  • Part 5: Deep Dream in TensorFlow

  • Part 6: Genetic Algorithms

Machine Learning:

• Write Linear Regression From Scratch in Python (video)

• Step-By-Step Machine Learning In Python

• Predict Quality Of Wine

• Solving A Fruits Classification Problem

• Learn Unsupervised Learning with Python

• Build Your Own Neural Net from Scratch in Python

• Linear Regression in Python without sklearn

• Multivariate Linear Regression without sklearn

• Music Recommender using KNN

• Find Similar Quora Questions-

  • Using BOW, TFIDF and Xgboost

  • Using Word2Vec and Xgboost

OpenCV:

• Build A Document Scanner

• Build A Face Detector using OpenCV and Deep Learning

• Build a Face Recognition System using OpenCV, Python and Deep Learning

• Detect The Salient Features in an Image

• Build A Barcode Scanner

• Learn Face Clustering with Python

• Object Tracking with Camshift

• Semantic Segmentation with OpenCV and Deep Learning

• Text Detection in Images and Videos

• People Counter using OpenCV

• Tracking Multiple Objects with OpenCV

• Neural Style Transfer with OpenCV

• OpenCV OCR and Text Recognition

• Text Skew Correction Tutorial

• Facial Landmark Detection Tutorial

• Object Detection using Mask-R-CNN

• Automatic Target Detection Tutorial

• EigenFaces using OpenCV

• Faster(5-point) Facial Landmark Detection Tutorial

• Hand Keypoint Detection

• Dlib Correlation Object Tracking -

  • Single Object Tracker

  • Mutiple Object Tracker

• Image Stitching with OpenCV and Python

• Instance Segmentation with OpenCV

• Using thermal camera on drones to find stuck people in buildings.

Deep Learning:

• Using Convolutional Neural Nets to Detect Facial Keypoints

• Generate an Average Face using Python and OpenCV

• Break A Captcha System using CNNs

• Use pre-trained Inception model to provide image predictions

• Create your first CNN

• Build A Facial Recognition Pipeline

• Build An Image Caption Generator

• Make your Own Face Recognition System

• Train a Language Detection AI in 20 minutes

• Object Detection With Neural Networks

• Learn Twitter Sentiment Analysis -

  • Part I - Data Cleaning

  • Part II - EDA, Data Visualisation

  • Part III - Zipf's Law, Data Visualisation

  • Part IV - Feature Extraction(count vectoriser)

  • Part V - Feature Extraction(Tfidf vectoriser)

  • Part VI - Doc2Vec

  • Part VII - Phrase Modeling + Doc2Vec

  • Part VIII - Dimensionality Reduction

  • Part IX - Neural Nets with Tfdif vectors

  • Part X - Neural Nets with word2vec/doc2vec

  • Part XI - CNN with Word2Vec

• Use Transfer Learning for custom image classification

• Learn to Code a simple Neural Network in 11 lines of Python

• Build a Neural Network using Gradient Descent Approach

• Train a Keras Model To Generate Colors

• Get Started with Keras on a Custom Dataset

• Use EigenFaces and FisherFaces on Faces94 dataset

• Kaggle MNIST Digit Recognizer Tutorial

• Fashion MNIST tutorial with tf.keras

• CNN using Keras to automatically classify root health

• Keras vs Tensorflow

• Deep Learning and Medical Image Analysis for Malaria Detection

• Transfer Learning for Image Classification using Keras

• Code a Smile Classifier using CNNS in Python

• Natural Language Processing using scikit-learn

Go:

• Create a Real Time Chat App with Golang, Angular 2, and WebSocket

• Building Go Web Applications and Microservices Using Gin

• How to Use Godog for Behavior-driven Development in Go et started with Godog

• Building Blockchain in Go

  • Part 1: Basic Prototype

  • Part 2: Proof of Work

  • Part 3: Persistence and CLI

  • Part 4: Transactions 1

  • Part 5: Address

  • Part 6: Transactions 2

  • Part 7: Network

• Build Web Application with GoLang

• Building a container from scratch in Go - Liz Rice (Microscaling Systems)

PHP:

• How To Build A Blog With Laravel (video)

• Make Your Own Blog (in Pure PHP)

• Build A Real Estate Website Example with SilverStripe

• Building Realtime Chat App with Laravel 5.4 and VueJS (video)

• Build A Social Network: Laravel 5 - Youtube (video)

• Build a full-featured multi-tenant app with Laravel

  • Part 0: Introduction

  • Part 1: Setup

  • Part 2: Roles and Permissinos

  • Part 3: Invitation

  • Part 4: Authentication

  • Part 5: Testing

  • Part 6: User Profile

  • Part 7: Deployment

Ruby:

• Build a Network Stack with Ruby

Ruby on Rails:

• The Ruby on Rails Tutorial

• Build Instagram From Scratch with Ruby on Rails

• Build a Social Network using Rails

R:

• Build Web Apps with Shiny

• Build A Cryptocurrency Bot

• Learn Associate Rule Mining in R

Swift:

• Hacking with Swift - Learn Swift by doing 39 projects