TY  - BOOK
AU  - Murphy, Kevin P.,
TI  - Probabilistic machine learning: an introduction 
T2  - Adaptive computation and machine learning series
SN  - 9780262046824
U1  - 006.31 23
PY  - 2022///
CY  - Cambridge, Massachusetts
PB  - The MIT Press
KW  - Aprendizaje automático (Inteligencia artificial)
KW  - Probabilidades
N1  - Includes bibliographical references and index
N2  - "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"--
UR  - https://puce.odilo.us/info/probabilistic-machine-learning-an-introduction-03131947
ER  -