This is an older version of the course. See cs50.harvard.edu/ai for the latest!

CS50’s Introduction to Artificial Intelligence with Python

OpenCourseWare

Brian Yu
brian@cs.harvard.edu

David J. Malan
malan@harvard.edu
Facebook GitHub Instagram LinkedIn Reddit Threads Twitter

Ready Player 50
Zoom Meetings

Search
Knowledge
Uncertainty
Optimization
Learning
Neural Networks
Language

Academic Honesty
CS50 Certificate
FAQs
Gradebook

Ed Discussion for Q&A
Quick Start Guide

Apple TV
edX
Google TV
Harvard Extension School
Harvard Summer School
YouTube

Academic Honesty
CS50 Certificate
FAQs
Gradebook
Staff

Apple TV
Google TV

Status Page

Communities
Bluesky
Clubhouse
Discord Q&A
Ed Q&A
Facebook Group Q&A
Facebook Page
GitHub
Gitter Q&A
Instagram
LinkedIn Group
LinkedIn Page
Medium
Quora
Reddit Q&A
Slack Q&A
Snapchat
SoundCloud
Stack Exchange Q&A
TikTok
Twitter Account
Twitter Community
YouTube

Courses
CS50x
CS50 AI
CS50 Business
CS50 Cybersecurity
CS50 for Lawyers
CS50 Games
CS50 Python
CS50 Scratch
CS50 SQL
CS50 Technology
CS50 Web

Project 4

Complete both of the below.

Shopping
Nim