Description: Probabilistic Machine Learning : An Introduction, Hardcover by Murphy, Kevin P., ISBN 0262046822, ISBN-13 9780262046824, Brand New, Free shipping in the US "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 (. linear algebra, optimization), basic topics (., linear and logistic regression, deep neural networks), as well as more advanced topics (., 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"--
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Book Title: Probabilistic Machine Learning : An Introduction
Number of Pages: 864 Pages
Publication Name: Probabilistic Machine Learning : an Introduction
Language: English
Publisher: MIT Press
Publication Year: 2022
Item Height: 1.5 in
Subject: Intelligence (Ai) & Semantics, Computer Science, General
Type: Textbook
Item Weight: 55.6 Oz
Subject Area: Computers, Science
Author: Kevin P. Murphy
Item Length: 9.3 in
Series: Adaptive Computation and Machine Learning Ser.
Item Width: 8.3 in
Format: Hardcover