README.md

My Awesome Projects

Learning by doing projects

Language

Cpp:

• C++ Tutorial for Complete Beginners [Udemy]

Swift:

• The Swift Programming Language [Tutorial]

Dart:

• The Dart Complete Developer's Guide [Udemy]

Network

Socket:

• Learn Socket Programming in C from Scratch [Udemy]

Concurrency

Multithreading:

• Java Multithreading [Udemy]

Parallelism

Parallelism:

• Parallel Programming with Python [Tutorial]

Architect

Design Patterns:

• Design Patterns Video Tutorial [YouTube]

Web Application

HTML:

• About You [Codecademy]
• Sun, Earth, and Code [Codecademy]

Webpack:

• A simple example [Tutorial]
• Webpack Tutorial - Replace Gulp/Grunt plugins with a single tool [YouTube]

React:

• Flux - Todo List [Tutorial]
• React + Redux + Webpack [YouTube]
• React Router tutorial for beginners [YouTube]
• Modern React with Redux [Udemy]
• Server Side Rendering with React and Redux [Udemy]

Gatsby:

• Gatsby.js Tutorials [Tutorial]
• Gatsby Theme Authoring [Tutorial]

Next.js

• Learn Next.js [Tutorial]

WebAssembly:

• WebAssembly on MDN [Tutorial]

Mobile Application

iOS:

• The Complete iOS 7 Course [Udemy]
• Raywenderlich iPhone Tutorials [Tutorial]
• Brian Advent Tutorials [YouTube]
• Speech Recognition Tutorial for iOS [Tutorial]

Core ML:

• Super Impressive and Easy Face Detection using Vision API in Swift 4 [Youtube]
• Real Time Camera Object Detection with Machine Learning - Swift 4 [Youtube]

React Native:

• The Complete React Native and Redux Course [Udemy]

Flutter:

• The Flutter Complete Developer's Guide [Udemy]
• Writing custom platform-specific code [Tutorial]

Web Framework

JSP:

• Servlets and JSPs [Udemy]
• The Java Spring Tutorial [Udemy]

Ruby on Rails:

• Ruby Essential Training [Lynda]
• Ruby on Rails 3 Essential Training [Lynda]
• The RSpec Book [Book]

Flask:

• Flask Tutorial [Tutorial]
• Creating a RESTFul API with Python and Flask [YouTube]

Django:

• Writing your first Django app [Tutorial]
• Learn Python Django From Scratch [Udemy]
• Simple Todo API with Django and OAuth2 [Tutorial]

Express:

• Learn express web framework [Tutorial]

Cloud Service

AWS:

• Up and Running with Cloud Storage APIs [Lynda]
• Large File Uploads with Amazon S3 + Django [Youtube]

GAE:

• Google App Engine Tutorial [Tutorial]

Firebase:

• Firebase Firestore Tutorial [Youtube]
• Firebase Authentication Tutorial [Youtube]
• Firebase Functions Tutorial [Youtube]

Database

MongoDB:

• MongoDB with Python Crash Course - Tutorial for Beginners [Youtube]
• Complete MongoDB Tutorial [Youtube]

Big Data

Hadoop:

• Become a Certified Hadoop Developer [Udemy]

DevOps

Docker:

• Docker Crash Course Tutorial [YouTube]

Machine Learning

NumPy

• Complete Python NumPy Tutorial [YouTube]

Pandas:

• Python Pandas Tutorial [YouTube]

Statistics:

• Statistics and Probability: Your first steps on the road to data science [YouTube]

Sklearn:

• Multiple Linear Regression Using Python and Scikit-learn [Tutorial]
• Machine Learning Tutorial Python [Youtube]
• Data Science and Machine Learning with Python [Skillshare]

Media

FFmpeg:

• How to Write a Video Player in Less Than 1000 Lines [Tutorial]
• Simplest FFmpeg Picture Encoder [Tutorial] [Github]
• Simplest FFmpeg Video Encoder (YUV to H.264) [Tutorial] [Github]
• Simplest FFmpeg Video Decoder [Tutorial] [Github]
• Simplest FFmpeg Streamer (RTMP example) [Tutorial] [Github]

LibRTMP:

• Simplest libRTMP Send FLV [Tutorial] [Github]
• Simplest libRTMP Send H264 [Tutorial] [Github]

Video Player:

• TextureView SurfaceTexture OpenGL Video Player [Tutorial]

OpenCV:

• Simple OpenCV Stitcher [Github]

Graphic

OpenGL:

• OpenGL Tutorial [Tutorial]
• Up and Running with OpenGL [Lynda]
• LearnOpenGL CN [Tutorial]

Direct3D:

• C++ DirectX11 Tutorial [Youtube]

Game

Unity:

• Learn To Code by Making Games - The Complete Unity Developer [Udemy]
• Write Native Plugins for Unity [Tutorial]
• C++ in Unity3D tutorial (C# Marshaling) [YouTube]
• Introduction to a Simple Multiplayer Example [Tutorial]
• Unity Multiplayer (UNET) - Transport Layer API [YouTube]

Unreal:

• Blueprint Twin Stick Shooter [Tutorial]
• C++ 3rd Person Battery Collector Power Up Game [Tutorial]
• Replay System Tutorial [Tutorial]

Cocos:

• Quick Start：Make your first game [Tutorial]

Shader:

• Easy Unity5 Shader Tutorial [Sikiedu]
• QianMo Unity3D Shader Tutorial [Tutorial]

Virtual Reality

Cardboard:

• Make a VR Game With Unity and Google Cardboard [Tutorial]

GearVR:

• Apps and Games with Game Engines [Tutorial]

Augmented Reality

ARKit:

• Mastering ARKit for iOS [Udemy]

ARCore:

• Create ARCore App in Unity [Tutorial]

MagicLeap:

• Hello, Cube! Unity [Tutorial]

Blockchain

Dapp:

• Full Stack Hello World Voting Ethereum Dapp Tutorial [Tutorial]
• Ethereum Pet Shop [Tutorial]
• Crypto Zombies [Tutorial]

DeFi

• Uniswap Tutorial for Developers (Solidity & Javascript) [Youtube]
• DeFi by Example [Tutorial]

Quant

Arbitrage:

• Triangular Arbitrage for Crypto with Python [Udemy]
• Statistical Arbitrage Bot Build in Crypto with Python [Udemy]
• Crypto Trading Execution with Flash Loans, Web3 and Hardhat [Udemy]

Algorithmic Trading:

• Python for Financial Analysis and Algorithmic Trading [Udemy]
• Binance API Tutorial [Tutorial]
• Predicting Stock Prices with Linear Regression in Python [Tutorial]
• Python for Algorithmic Trading: From Idea to Cloud Deployment [Book]