Computer Science Courses

Tip

Computer Science might be the most open discipline across all different subjects that human studies. You can definitely acquire sufficient computer science knowledge to achieve anything you want by self-learning. Here are some amazing world-class courses.

Intro to CS

• Harvard's CS50: Introduction to Computer Science
• Harvard's CS50’s Web Programming with Python and JavaScript

CS Tools

• MIT's The Missing Semester of Your CS Education

Algo

• MIT's 6.006: Introduction to Algorithms
• Stanford's CS 97SI: Introduction to Programming Contests

Linear Algebra

• 3Blue1Brown's Essence of linear algebra

Prob & Stats

• Stanford's CS109: Probability for Computer Scientists

Machine Learning

• Stanford's CS229: Machine Learning (also on Coursera)

Deep Learning

• Andrew Ng's Deep Learning Specialization
• Stanford's CS231n: Convolutional Neural Networks for Visual Recognition

References

• OSSU: Path to a free self-taught education in Computer Science
• Teach Yourself Computer Science