Skip to content

Harvard's CS50: Introduction to AI with Python

Descriptions

  • Offered by: Harvard University
  • Prerequisites: Basic knowledge of probability theory and Python
  • Programming Languages: Python
  • Difficulty: 🌟🌟🌟
  • Class Hour: 30

A very basic introductory AI course, what makes it stand out is the 12 well-designed programming assignments, all of which will use the learned knowledge to implement a simple game AI, such as using reinforcement learning to play Nim game, using max-min search with alpha-beta pruning to sweep mines, and so on. It's perfect for newbies to get started or bigwigs to relax.

Course Resources

  • Course Website: 2024、2020
  • Recordings: 2024、2020
  • Textbooks: No textbook is needed in this course.
  • Assignments: 2024、2020 with 12 programming labs of high quality mentioned above.

Personal Resources

All the resources and assignments used by @PKUFlyingPig in this course are maintained in PKUFlyingPig/cs50_ai - GitHub.