khera-shanu/learn-computer-science-from-top-universities-for-free

Learn Computer Science from top universities for free

Learn Computer Science from top universities for free - An opinionated list

Courses in sequence

• Linear Algebra | MIT OCW

• Calculus

  • 18.01 Single Variable Calculus, Fall 2006 | MIT OCW
  • 18.02 Multivariable Calculus, Fall 2007 | MIT OCW
  • 18.03 Differential Equations, Spring 2010 | MIT OCW

• Structure and Interpretation of Computer Programs | UC Berkeley

• Data Structures | UC Berkeley

• Algorithms | MIT

• Computer Architecture | UC Berkeley

• Discrete Mathematics and Probability

  • 6.042J - Mathematics for Computer Science, Fall 2010, MIT OCW (Spring 15)
  • Statistics 110 - Probability | Harvard University
  • STAT 2.1x: Descriptive Statistics | UC Berkeley
  • STAT 2.2x: Probability | UC Berkeley

• Operating Systems and Systems Programming | UC Berkeley

• Software Engineering | UC Berkeley

• Computer Graphics | CMU

• Compilers - Stanford | edx

• Complexity theory(Automata) | MIT

• Programming language paradigms | Stanford and YT videos

• Functional Programming | University of Nottingham and This

• Information Theory | Stanford and Awesome YT

• Cryptography | MIT

• Computer Networks | Tanenbaum

• Databases | CMU

• Web and Mobile development

  • CS50 Web development | Harvard
  • CS50 Mobile development | Harvard
    • React Native
    • Android

• Computer Security

  • System security | MIT
  • Web security | Stanford
  • Offensive security | FSU

• Distributed Systems | MIT

• Advanced Databases | CMU

• Artificial intelligence

  • CS50 Introduction to AI | Harvard
  • AI: principles and techniques | Stanford

• Machine learning | Stanford

• Deep learning | CMU

• Blockchain | Berkeley Decal and this

• Quantum Computing | CMU

For an extensive list of courses - see this Repo