fnplus / 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. This repo have been seen by people starting from 17th May 2019.

Contributors

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:

• All Algorithms implemented in Python

• A collection of algorithms and data structures

AR/VR:

• ADD

Android:

• Android WiFi Quiz Application

• Download Manager

• Android Bluetooth Chat

• Notes Application with Text, Voice and Text Recognition

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)

Java

• 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

• Build a Library Management System in Java Swing

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:

Programming Language

• A Python Interpreter Written in Python_
• Python: lisp.py: Make your own Lisp interpreter
• Simple Iterator-based Parsing_
• Simple Top-Down Parsing in Python_
• How to Write a Lisp Interpreter in Python_
• Let’s Build A Simple Interpreter_
• Make Your Own Simple Interpreted Programming Language_ [video]

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

GUI:

• Create a Registration Form Web Application with PyWebIO

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:

• Develop an app using Deep Cognition SDK for AI marketplace * Sponsored by Deep Congiton exclusively for Fnplus community members *

• 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