Harvard CS50’s Artificial Intelligence with Python – Full University Course
By freeCodeCamp.org
Published: Aug 10, 2023“
This course from Harvard University explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like large language models, 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.
This course has been updated for 2023 to include an in-depth section on large language models.
âœï¸ Course developed by Brian Yu for Harvard University. Learn more about Brian: https://brianyu.me/
🔗 Course resources: https://cs50.harvard.edu/ai/2020/
âï¸ Course Contents âï¸
âŒ¨ï¸ (00:00:00) Introuction
âŒ¨ï¸ (00:02:26) Search
âŒ¨ï¸ (01:51:55) Knowledge
âŒ¨ï¸ (03:39:39) Uncertainty
âŒ¨ï¸ (05:34:08) Optimization
âŒ¨ï¸ (07:18:52) Learning
âŒ¨ï¸ (09:04:41) Neural Networks
âŒ¨ï¸ (10:46:00) Language🎉 Thanks to our Champion and Sponsor supporters:
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