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Instructor Resources

Patterns, Predictions, and Actions Patterns, Predictions, and Actions : Foundations of Machine Learning
Moritz Hardt and Benjamin Recht

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Instructor and Student Problem Set

Selected problems by chapter. These exercises primarily come from teaching UC Berkeley’s CS 281a in the Fall of 2019, 2020, and 2021.

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Illustration Package

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