Announcements
- The course’s next lecture, Knowledge, is now available.
- Complete Quiz 1 no later than 2024-07-04T23:59:00-04:00.
- Attend a section for this lecture during the week of July 1.
- Complete Project 1 no later than 2024-07-07T23:59:00-04:00.
Description
This course explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain exposure to the theory behind graph search algorithms, classification, optimization, reinforcement learning, and other topics in artificial intelligence and machine learning as they incorporate them into their own Python programs. By course’s end, students emerge with experience in libraries for machine learning as well as knowledge of artificial intelligence principles that enable them to design intelligent systems of their own.
Prerequisites
CSCI S-50, CS50x, or at least one year of experience with Python.
Table of Contents
Search
- Watch Lecture 0 after 2024-06-24T00:00:00-04:00.
- Complete Quiz 0, due 2024-06-27T23:59:00-04:00.
- Attend section, live and with webcam and audio enabled (per sections’ norms).
- Optionally attend office hours.
- Work on Project 0, due 2024-06-30T23:59:00-04:00.
Knowledge
- Watch Lecture 1 after 2024-07-01T00:00:00-04:00.
- Complete Quiz 1, due 2024-07-04T23:59:00-04:00.
- Attend section, live and with webcam and audio enabled (per sections’ norms).
- Optionally attend office hours.
- Work on Project 1, due 2024-07-07T23:59:00-04:00.