Software programming lessons

C/C++

Build an Interpreter

Memory Allocators 101 - Write a simple memory allocator

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

Building a CHIP-8 Emulator

Beginning Game Programming with C++ and SDL

Implementing a Key-Value Store

Tiny Renderer or how OpenGL works: software rendering in 500 lines of code

Understandable RayTracing in 256 lines of bare C++

KABOOM! in 180 lines of bare C++

486 lines of C++: old-school FPS in a weekend

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

Build Your Own Redis with C/C++

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

Part 9: Functions

Part 10: Global Variables

Implementing a Language with LLVM

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

High-Performance Matrix Multiplication

Part 1

Part 2

Part 3

Part 4

Part 5

Tetris Tutorial in C++ Platform Independent

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

Part 1: Introduction, selecting a language, and doing some planning

Part 2: A lexer

Part 3: A parser

Part 4: Testing

Part 5: A code generator

Part 6: Input and output

Part 7: Arrays

Part 8: Strings, forward references, and conclusion

Network programming

Part 1: Ethernet & ARP

Part 2: IPv4 & ICMPv4

Part 3: TCP Basics & Handshake

Part 4: TCP Data Flow & Socket API

Part 5: TCP Retransmission

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

Part 1 - The protocol

Part 2 - Networking

Part 3 - Server

Part 4 - Data structures

Part 5 - Topic abstraction

Part 6 - Handlers

Bonus - Multithreading

OpenGL

Breakout

Setting up

Rendering Sprites

Levels

Ball

Collision detection

Collision resolution

Particles

Postprocessing

Powerups

Audio

Render text

Final thoughts

Handmade Hero

How to Make Minecraft in C++/OpenGL

C#

Learn C# By Building a Simple RPG Game

Create a Rogue-like game in C#

Create a Blank App with C# and Xamarin (work in progress)

Build iOS Photo Library App with Xamarin and Visual Studio

Building the CoreWiki

here

Clojure

Build a Twitter Bot with Clojure

Building a Spell-Checker

Building a JIRA integration with Clojure & Atlassian Connect

Prototyping with Clojure

Tetris in ClojureScript

Flutter

Amazon Clone with Admin Panel

Food Delivery App

Google Docs Clone

Instagram Clone

Multiplayer TicTacToe Game

TikTok Clone

Ticket Booking App

Travel App

Twitch Clone

WhatsApp Clone

Wordle Clone

Zoom Clone

Netflix Clone

Elixir

Building a Simple Chat App With Elixir and Phoenix

How to write a super fast link shortener with Elixir, Phoenix, and Mnesia

Erlang

ChatBus : build your first multi-user chat room app with Erlang/OTP

Making a Chat App with Erlang, Rebar, Cowboy and Bullet

F#

Write your own Excel in 100 lines of F#

Java

Build an Interpreter

Build a Simple HTTP Server with Java

Build an Android Flashlight App

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

Build a TicTacToe Game with JavaScript

Build a Simple Weather App With Vanilla JavaScript

Build a Todo List App in JavaScript

HTML and CSS

Build A Loading Screen

Build an HTML Calculator with JS

Build Snake using only JavaScript, HTML & CSS

Mobile Application

Build a React Native Todo Application

Build a React Native Application with Redux Thunk

Web Applications

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 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 Puppeteer 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

Create Todoist clone with React and Firebase

Part 1

Part 2

Part 3

Part 4

Part 5

Part 6

Part 7

React Phone E-Commerce Project(video)

Build an Instagram Clone with Angular 1.x

Part 1

Part 2

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

Part I

Part II

Build Responsive layout with BootStrap 4 and Angular 6

Introduction to Angular

Part 1

Build a real-time Markdown Editor with NodeJS

Test-Driven Development with Node, Postgres and Knex

Part 1

Part 2

Build A Simple Search Bot in 30 minutes

Build A Job Scraping Web App

Building a GitHub App

Part 1

Part 2

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

Part 1

Part 2

Vue.js To-Do List Tutorial (video)

Vue 2 + Pub/Sub: Build a peer to peer multi-user platform for games

Part 1

Part 2

Part 3

Build A Native Desktop App with JS

Part I

Learn D3 using examples

Learn To Make A Line Chart

Build a Microblog with Flask

Create a Blog Web App In Django

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

Create A Django API in under 20 minutes

Part 1

Part 2

Part 1

Part 2

Part 3

Part 4

Part 5

Part 6

Game Development

Make 2D Breakout Game using Phaser

Part 1

Part 2

Desktop Application

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

Build a Simple Interpreter

Build a Simple Blockchain in Python

Write a NoSQL Database in Python

Building a Gas Pump Scanner with OpenCV/Python/iOS

Build a Distributed Streaming System with Python and Kafka

Writing a basic x86-64 JIT compiler from scratch in stock Python

Part 1

Part 2: C

Part 1

Part 2

Part 3

Build the Game of Life

Create terminal ASCII art

Write a Tic-Tac-Toe AI

Create photomosaic art

Build the game "Snake" in the terminal

Write yourself a Git

A Python implementation of a Python bytecode runner

Create a Voice assistant using Python

Kotlin

Keddit - Learn Kotlin While Developing an Android Application

LÖVE

Part 0: Introduction

Part 1: Game Loop

Part 2: Libraries

Part 3: Rooms and Areas

Part 4: Exercises

Part 5: Game Basics

Part 6: Player Basics

Part 7: Player Stats and Attacks

Part 8: Enemies

Part 9: Director and Gameplay Loop

Part 10: Coding Practices

Part 11: Passives

Part 12: More Passives

Part 13: Skill Tree

Part 14: Console

Part 15: Final

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

Bots

Build a Reddit Bot

How to Make a Reddit Bot - YouTube

Build a Facebook Messenger Bot

Making a Reddit + Facebook Messenger Bot

Part 1

Part 2

Create a Twitter Bot In Python

Data Science

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

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

Using BOW, TFIDF and Xgboost

Using Word2Vec and Xgboost

Detecting Fake News with Python and Machine Learning

OpenCV

Build A Document Scanner

Build A Face Detector using OpenCV and Deep Learning

Build fastest custom object Detection system yusing YOLOv3(video playlist)

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

Single Object Tracker

Mutiple Object Tracker

Image Stitching with OpenCV and Python

Instance Segmentation with OpenCV

Face mask detector

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

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

Code a Taylor Swift Lyrics Generator

Mask detection using PyTorch Lightning

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

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

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

Build Web Application with GoLang

Part 1: Initial Setup

Part 2: Simple Communication

Part 3: Designing our Frontend

Part 4: Handling Multiple Clients

Part 5: Improving the Frontend

Part 6: Dockerizing your Backend

Go WebAssembly Tutorial - Building a Calculator Tutorial

Part 1 - standard library

Part 2 - using a router package

Part 3 - using a web framework

Part 4 - using OpenAPI and Swagger

Part 5 - middleware

Part 6 - authentication

Part 7 - GraphQL

Part 1 - Project setup

Part 2 - Storage Layer

Part 3 - Short Link Generator

Part 4 - Forwarding

Building a TCP Chat in Go(video)

Building a BitTorrent client from the ground up in Go

REST API masterclass with Go, PostgreSQL and Docker(video playlist)in progress

PHP

How To Build A Blog With Laravel

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

Build A Social Network: Laravel 5 - Youtube

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

Build a Laravel CRUD Application From Scratch

OCaml

Implement a Language with LLVM in OCaml

Writing a Game Boy Emulator in OCaml

Ruby

Build a Network Stack with Ruby

Part 0: Introduction

Part 1: Barebones TCP Server

Part 2: PING <-> PONG

Part 3: Concurrent Clients

Part 4: ECHO

Rebuilding Git in Ruby

Ruby on Rails

The Ruby on Rails Tutorial

Build Instagram From Scratch with Ruby on Rails

Build a Social Network using Rails

How To Build a Ruby on Rails Application

Haskell

Write You a Haskell - Build a modern functional compiler

Write Yourself a Scheme in 48 hours

Write You A Scheme, Version 2

Roll Your Own IRC Bot

Making Movie Monad

Making a Website with Haskell (outdated)

R

Build Web Apps with Shiny

Build A Cryptocurrency Bot

Learn Associate Rule Mining in R

Rust

Part 1

Part 2a

Part 2b

Write an OS in pure Rust

Build a browser engine in Rust

Write a Microservice in Rust

Learning Rust with Too Many Linked Lists

Part 1: Implementing WebSocket. Introduction.

Part 2: Sending and Receiving Messages

Writing a Rust Roguelike for the Desktop and the Web

Single Page Applications using Rust

Writing NES Emulator in Rust

Part 1

Part 2

Part 3

Part 4

Scala

Simple actor-based blockchain

No Magic: Regular Expressions

Swift

Hacking with Swift - Learn Swift by doing 39 projects

Retro first-person shooter from scratch

Additional Resources

React Redux Links

Udemy.com

Full Stack Python

Node School

ScotchIO

Exercism

Egghead.io

Michael Herman's Blog

Thinkster.io

Enlight

Hack Club Workshops

CodeCrafters