UT Austin · Computer Science

CS 378: Machine Learning

Required textbooks

Pattern Recognition and Machine Learning
Christopher M. Bishop
1st Edition
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Recommended

Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
Aurélien Géron
2nd Edition
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Trevor Hastie, Robert Tibshirani, Jerome Friedman
2nd Edition
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