Probabilistic machine learning :
Murphy, Kevin P.,
Probabilistic machine learning : an introduction / Kevin P. Murphy. - xxix, 826 pages : illustrations (some color) ; 24 cm - Adaptive computation and machine learning series .
Includes bibliographical references and index.
"This book provides a detailed and up-to-date coverage of machine learning. It is unique in that it unifies approaches based on deep learning with approaches based on probabilistic modeling and inference. It provides mathematical background (e.g. linear algebra, optimization), basic topics (e.g., linear and logistic regression, deep neural networks), as well as more advanced topics (e.g., Gaussian processes). It provides a perfect introduction for people who want to understand cutting edge work in top machine learning conferences such as NeurIPS, ICML and ICLR"--
9780262046824
Aprendizaje automático (Inteligencia artificial)
Probabilidades
006.31 / M954p
Probabilistic machine learning : an introduction / Kevin P. Murphy. - xxix, 826 pages : illustrations (some color) ; 24 cm - Adaptive computation and machine learning series .
Includes bibliographical references and index.
"This book provides a detailed and up-to-date coverage of machine learning. It is unique in that it unifies approaches based on deep learning with approaches based on probabilistic modeling and inference. It provides mathematical background (e.g. linear algebra, optimization), basic topics (e.g., linear and logistic regression, deep neural networks), as well as more advanced topics (e.g., Gaussian processes). It provides a perfect introduction for people who want to understand cutting edge work in top machine learning conferences such as NeurIPS, ICML and ICLR"--
9780262046824
Aprendizaje automático (Inteligencia artificial)
Probabilidades
006.31 / M954p
