Probabilistic Machine Learning： An Introduction Book 1（Kevin P Murphy）（MIT 2021）

  • 书名：Probabilistic Machine Learning: An Introduction Book 1
  • 出版社：MIT
  • 作者：Kevin P Murphy
  • 出版年份：2021
  • 电子书格式： pdf
  • 简介：Dive into the world of probabilistic machine learning with Kevin P. Murphy’s comprehensive introduction. This book provides a foundational understanding of key concepts, algorithms, and applications. Ideal for students and practitioners alike, it covers topics ranging from Bayesian networks and graphical models to advanced techniques in deep learning. Master the principles of uncertainty modeling and build robust, adaptable machine learning systems. Gain insights into real-world applications and learn to tackle complex challenges with probabilistic approaches. Enhance your skills and stay ahead in the rapidly evolving field of AI.
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