Harvard University · CS50 AI

CS50's Introduction to Artificial Intelligence with Python

CS50 Python 人工智能导论

Search, knowledge, uncertainty, optimization, learning, neural networks, and language.

Subject：Artificial Intelligence

Level：Intermediate

Suggested stage：Year 2 (inferred)

Public-material edition：Official course page (year not stated)

Language：English

Videos：Available

Assignments / solutions：Available / Not verified

Prerequisites

CS50x or prior Python experience →

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All official course content

Lectures, video, assignments and exams are separated so you do not have to hunt through the course homepage.

14 direct tasks

▶Lectures, video & readingCourse content in the official sequence7

Week 0: Search Week 1: Knowledge Week 2: Uncertainty Week 3: Optimization Week 4: Learning Week 5: Neural Networks Week 6: Language

◆Labs & projectsCourse projects, labs and milestones7

Project 0 Project 1 Project 2 Project 3 Project 4 Project 5 Project 6

Official resource hubs

Use these to browse a complete resource collection; the section above links directly to individual study items.

Weeks and lecturesHarvard CS50 OpenCourseWare ↗

ProjectsHarvard CS50 OpenCourseWare ↗

Source and verification

Every link points to an official university or course-team page. The year identifies the linked public-material edition, not necessarily the latest on-campus offering; a school may have newer materials that are not public. Unknown facts remain unverified rather than guessed.

Harvard CS50 OpenCourseWare · verified 2026-07-31

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