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: https://cs50.harvard.edu/ai/2020/
• Recordings: https://cs50.harvard.edu/ai/2020/
• Textbooks: No textbook is needed in this course.
• Assignments: https://cs50.harvard.edu/ai/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.