Stanford CS221: Artificial Intelligence: Principles and Techniques | Autumn 2025
20 lectures, 24 hr 54 min in all
The goal of artificial intelligence (AI) is to tackle complex real-world problems with rigorous mathematical tools. In this course, you will learn the foundational principles that drive these applications and practice implementing some of these systems. Specific topics include machine learning, search, game playing, Markov decision processes, constraint satisfaction, graphical models, and logic. For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai
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