Harvard CS50’s Artificial Intelligence with Python – Full University Course

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Harvard University AI Course: Foundations of Modern Artificial Intelligence

This course from Harvard University delves into the concepts and algorithms that form the backbone of modern artificial intelligence. Explore the ideas that power technologies such as large language models, game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain insight into graph search algorithms, classification, optimization, reinforcement learning, and other AI and machine learning topics as they implement them in Python programs.

Updated for 2023, this course now includes an in-depth section on large language models.

✏️ Course developed by Brian Yu for Harvard University. Learn more about Brian: Brian Yu

🔗 Course resources: Harvard AI Course

⭐️ Course Contents ⭐️ ⌨️ (00:00:00) Introduction
⌨️ (00:02:26) Search
⌨️ (01:51:55) Knowledge
⌨️ (03:39:39) Uncertainty
⌨️ (05:34:08) Optimization
⌨️ (07:18:52) Learning
⌨️ (09:04:41) Neural Networks
⌨️ (10:46:00) Language

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Course Content

Harvard CS50’s Artificial Intelligence with Python – Full University Course
Harvard University AI Course: Foundations of Modern Artificial Intelligence This course from Harvard University delves into the concepts and algorithms that form the backbone of modern artificial intelligence. Explore the ideas that power technologies such as large language models, game-playing engines, handwriting recognition, and machine translation. Through hands-on projects, students gain insight into graph search algorithms, classification, optimization, reinforcement learning, and other AI and machine learning topics as they implement them in Python programs. Updated for 2023, this course now includes an in-depth section on large language models. ✏️ Course developed by Brian Yu for Harvard University. Learn more about Brian: Brian Yu 🔗 Course resources: Harvard AI Course ⭐️ Course Contents ⭐️ ⌨️ (00:00:00) Introduction ⌨️ (00:02:26) Search ⌨️ (01:51:55) Knowledge ⌨️ (03:39:39) Uncertainty ⌨️ (05:34:08) Optimization ⌨️ (07:18:52) Learning ⌨️ (09:04:41) Neural Networks ⌨️ (10:46:00) Language

  • Harvard CS50’s Artificial Intelligence with Python – Full University Course
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