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Probabilistic Machine Learning: An Introduction
25Dive into the world of machine learning with “Probabilistic Machine Learning: An Introduction” by Kevin P. Murphy. This comprehensive guide offers a detailed exploration of machine learning through the lens of probabilistic modeling and Bayesian decision theory. From linear regression to deep learning, uncover the mathematical foundations and practical applications. Explore cutting-edge topics like transfer learning and unsupervised learning. 9780262046824