Probabilistic Machine Learning (English, Kevin P. Murphy)
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Book Details
Publisher
MIT Press
Language
English
ISBN-13
9780262046824
ISBN-10
0262046822
Author
Kevin P. Murphy
About the Book
A detailed and up-to-date introduction to machine learning, presented through the unifying lens of probabilistic modeling and Bayesian decision theory. This book offers a detailed and up-to-date introduction to machine learning (including deep learning) through the unifying lens of probabilistic modeling and Bayesian decision theory. The book covers mathematical background (including linear algebra and optimization), basic supervised learning (in…
ISBN: 9780262046824
ISBN-13: 9780262046824
ISBN-10: 0262046822
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Product ID: isbn-9780262046824
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