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Probabilistic Machine Learning: An Introduction [Murphy] - mklabgr - 06-14-2026
Probabilistic Machine Learning: An Introduction"
by Kevin Patrick Murphy
Summary "Probabilistic Machine Learning: An Introduction" (2022) by Kevin Patrick Murphy is a comprehensive textbook that frames machine learning through the lens of probability theory and Bayesian inference. It provides a unified, mathematically rigorous approach to modeling uncertainty, making decisions, and bridging traditional statistics with modern deep learning.
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