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Probabilistic Machine Learning: An Introduction - Kevin P. Murphy

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2022-03-01
171,20 € 263,38 €

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"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 ... Visas aprašymas

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"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"--

Daugiau informacijos

Autorius Kevin P. Murphy
Leidėjas MIT Press Ltd
Išleidimo metai 2022
Viršelio tipas Kieti viršeliai
EAN 9780262046824
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171,20 € 263,38 €