free-programming-books/free-courses-en.md

Index

• Algorithms & Data Structures
• Android
• AngularJS
• Assembly
• Bash
• C
• C#
• C++
• Clojure
• Compilers
• CUDA
• Data Science
• Databases
• Deep Learning
• Git
• Go
• Haskell
• HTML / CSS
• iOS
• Java
• JS
• Lua
• Machine Learning
• Matlab
• Misc
• OCaml
• Oracle PL/SQL
• Python
• R
• RethinkDB
• Sails.js
• Scala
• Software Engineering
• Swift
• Theory
• Web Development

Algorithms & Data Structures

• Berkeley University CS 61B: Data Structures
• Stanford University Algorithms: Design and Analysis, Part 1
• Stanford University Algorithms:Algorithms: Design and Analysis, Part 2

Assembly

• Introduction To Reverse Engineering Software
• Introductory Intel x86: Architecture, Assembly, Applications, & Alliteration

Android

• Creative, Serious and Playful Science of Android Apps
• Programming Cloud Services for Android Handheld Systems
• Programming Mobile Applications for Android Handheld Systems pt. 1
• Programming Mobile Applications for Android Handheld Systems pt. 2
• Programming Mobile Services for Android Handheld Systems: Communication
• Programming Mobile Services for Android Handheld Systems: Concurrency
• Udacity Android Course Catalog

AngularJS

• CodeCademy Angular
• Shaping up with Angular.js

Bash

• Bash tutorial (PDF)

C

• Introduction to Computer Science

C Sharp

• Beginning Game Programming with C#

C++

• Google's C++ Course
• Introduction to C++ (MIT's opencourseware)
• LearnCpp.com C++ Tutorial

Clojure

• Functional Programming with Clojure

Compilers

• Stanford's Compilers

Cuda

• Intro to Parallel Programming Using CUDA to Harness the Power of GPUs

Data Science

• Introduction to Python for Data Science

Databases

• Database Systems (MIT's opencourseware)
• Introduction to Databases (Stanford University)

Deep Learning

• Convolutional Neural Networks for Visual Recognition
• Deep Learning for Natural Language Processing
• Self-Paced Courses for Deep Learning
• Unsupervised Feature Learning and Deep Learning
• What is Deep Learning

Git

• Git and Gitlab Live Workshop
• How to Use Git and GitHub (Udacity)

Go

• Go Tutorial

Haskell

• C9 : Functional Programming Fundamentals - Erik Meijer
• CIS 194: Introduction to Haskell - Brent Yorgey
• CS240h: Functional Systems in Haskell - Bryan O'Sullivan
• edX: Introduction to Functional Programming - Erik Meijer
• RWTH Aachen University: Functional Programming - Jürgen Giesl

HTML / CSS

• Build a Personal Website with Dash
• Build a responsive website with Webflow
• Build a SaaS landing page using Skeleton
• Build Dynamic Websites
• Code a personal splash page in 1 hour: A Hands-on Intro to HTML & CSS
• Learn HTML5 Programming From Scratch

iOS

• AppCoda Complete iOS Tutorial
• Developing iOS 7 Apps for iPhone and iPad

Java

• Central Connecticut State University, Introduction to CS Using Java
• Introduction to Java
• Java for Complete Beginners
• Princeton Algorithms, Part 1
• Princeton Algorithms, Part 2
• Problem Solving With Java

JS

• Egghead.io
• learn:query

Lua

• Lua Interactive Crash Course
• Lua Tutorial

Machine Learning

• Stanford University Machine Learning

MATLAB

• MIT 18.S997 Introduction to MATLAB Programming

Misc

• Advanced Data Structures
• Algorithm Design and Implementation
• Berkeley's CS 61B: Data Structures
• Berkeley's CS 70: Discrete Mathematics and Probability Theory
• Berkeley's CS 162: Operating Systems and Systems Programming
• Berkeley's CS 164: Programming Languages and Compilers
• Berkeley's CS 169: Software Engineering
• Berkeley's CS 194: What is an Operating System?
• Berkeley's Math 10B: Methods of Mathematics: Calculus, Statistics, and Combinatorics
• Bits: The Computer Science of Digital Information
• Computer Graphics
• LouvainX Paradigms of Computer Programming – Abstraction and Concurrency
• LouvainX Paradigms of Computer Programming – Fundamentals
• MIT Numerical Methods (2014)
• MIT's Artificial Intelligence
• MIT's Computer Language Engineering
• MIT's Introduction to Algorithms
• MIT's Mathematics for Computer Science
• Principles of Reactive Programming
• Stanford Cryptography I
• Stanford Cryptography II
• Stanford SEE 229 - Machine Learning

OCaml

• Cornell's Data Structures and Functional Programming
• Introduction to Functional Programming in OCaml

Oracle PL/SQL

• Steven Feuerstein's PL/SQL Obsession - Videos and Presentations

Python

• An Introduction to Interactive Programming in Python (Part 1) (Coursera)
• An Introduction to Interactive Programming in Python (Part 2) (Coursera)
• Berkeley's Structure and Interpretation of Computer Programs
• Codesdope
• Google's Python Course
• Introduction to Computer Science and Programming (MIT's opencourseware)
• Learn Python
• Learn Python - Free Interactive Python Tutorial
• Learn to program in Python
• Learn to Program: The Fundamentals (Coursera)
• Learn to Program Using Python (edX)
• Microsoft Virtual Academy
• Programming for Everybody
• Programming Foundations with Python (Udacity)
• Python Course

R

• R Programming

RethinkDB

• RethinkDB: Distributed Databases

Sails.Js

• Develop web apps in Node.js and Sails.js

Scala

• Functional Programming Principles in Scala
• Principles of Reactive Programming

Software Engineering

• Advanced Software Construction in Java
• Agile Development Using Ruby on Rails - Advanced
• Agile Development Using Ruby on Rails - Basics
• Software Construction in Java

Swift

• Swiftris - Build an iOS Tetris app from scratch

Theory

• Automata Theory
• Udacity: Intro to Theoretical Computer Science

Web Development

• Discover Flask - Full Stack Web Development with Flask
• Flask(A Python Microframework) Tutorial
• The Odin Project - Learn Web Development for Free
• Udacity Web Development Course Catalog