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Great course, maybe a follow up that goes more in-depth in some topics might be useful. Also virtual environments to help visualize how the different algorithms behave as Jesse Spaulding suggested in another comment would be a way to improve this course.

Top notch course, the quality you would expect from a world class university as UC Berkeley. What I liked the most about this course is the programming projects, where you actually get to implement all the fancy AI algorithms you were taught in lectures.