Online CS Learning

AP Courses:

• CSA on Udemy. Berkeley 1.
• CS Principal Khan Academy. Berkeley 1, 2

Coding Games/Exercises:

• CodeWars. Thousands of user created problems
• CodinGame. solve well designed missions in many languages
• Riddles.IO. 8 competitions/battles to fight with your friends

Online Learning:

Class Central : Aggregate of all learn sites

Python:

• Programming Foundation with Python on Udacity
• Python Code & Advanced on Udemy
• Learn Python on Kaggle.

Javascript:

• Harvard CS50. Web Programming with Python and JS
• Programming the Web w/ JavaScript U Penn

CS:

• Harvard CS50. Introduction to Computer Science
• Algorithm Design & Techniques UC San Diego
• Data Structures Fundamentals UC San Diego
• Big Data and Education U Penn

Java:

• Learn Java Programming on Udemy

Math:

• MathCount
• Art of Problem Solving

Certificates:

• IBM Data Science Professional Certificate
• Many Professional Certificates on edx.org
• Nano Degrees on Udacity
• Computer Science Certificates on edx.org

Coding Competition:

• TopCoder. Get paid by companies while compete.
• CoderByte. coding assessment/challenges, algorithm tutorials.
• CodeSignal. Certify coding skills and ranking to be hired.
• Kaggle. Learn and compete for Data Science.

Other Topics

Trading:

• Machine Learning for Trading on Udacity, using Python.
• Quantopian. Become an Expert in Quant Finance, using Python.
• Quantiacs. Code a trading algorithm. We connect it to capital. You profit, using Python.

Software Development:

• How to use Git and GitHub on Udacity,

Statistics:

• Intro to Statistics, Statistics.
• Descriptive Statistics, Inferential Statistics,
• A/B Testing

Learning Sites:

• https://www.w3schools.com. Web, Python, JS, Java, SQL, etc
• https://www.freecodecamp.org. Learn to code for free.
• https://www.kaggle.com/learn. Python & Machine Learning
• https://docs.microsoft.com/learn
• https://www.edx.org/schools-partners and big ones
  • MIT
  • Harvard
  • UC Berkeley
  • UT Austin
  • Georgia Tech
  • U Michigan
  • UBC
  • UC San Diego
  • U of Maryland
  • George Washington University

Youtubers:

• sentdex
• Siraj Raval
• Mosh , Programming with
• eduReka!
• freeCodeCamp
•