Related Books

Foundations of Machine Learning, second edition
Language: en
Pages: 505
Authors: Mehryar Mohri
Categories: Computers
Type: BOOK - Published: 2018-12-25 - Publisher: MIT Press

DOWNLOAD EBOOK

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machin
Fundamentals of Machine Learning for Predictive Data Analytics, second edition
Language: en
Pages: 853
Authors: John D. Kelleher
Categories: Computers
Type: BOOK - Published: 2020-10-20 - Publisher: MIT Press

DOWNLOAD EBOOK

The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice. Machine
Machine Learning Foundations
Language: en
Pages: 391
Authors: Taeho Jo
Categories: Technology & Engineering
Type: BOOK - Published: 2021-02-12 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book provides conceptual understanding of machine learning algorithms though supervised, unsupervised, and advanced learning techniques. The book consists
Patterns, Predictions, and Actions: Foundations of Machine Learning
Language: en
Pages: 321
Authors: Moritz Hardt
Categories: Computers
Type: BOOK - Published: 2022-08-23 - Publisher: Princeton University Press

DOWNLOAD EBOOK

An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts Patterns, Predictions, and Action
Deep Learning
Language: en
Pages: 801
Authors: Ian Goodfellow
Categories: Computers
Type: BOOK - Published: 2016-11-10 - Publisher: MIT Press

DOWNLOAD EBOOK

An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and res