Related Books

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
Algorithmic Aspects of Machine Learning
Language: en
Pages: 161
Authors: Ankur Moitra
Categories: Computers
Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Introduces cutting-edge research on machine learning theory and practice, providing an accessible, modern algorithmic toolkit.
Model-Based Machine Learning
Language: en
Pages: 469
Authors: John Winn
Categories: Business & Economics
Type: BOOK - Published: 2023-11-30 - Publisher: CRC Press

DOWNLOAD EBOOK

Today, machine learning is being applied to a growing variety of problems in a bewildering variety of domains. A fundamental challenge when using machine learni
Statistical Reinforcement Learning
Language: en
Pages: 206
Authors: Masashi Sugiyama
Categories: Business & Economics
Type: BOOK - Published: 2015-03-16 - Publisher: CRC Press

DOWNLOAD EBOOK

Reinforcement learning (RL) is a framework for decision making in unknown environments based on a large amount of data. Several practical RL applications for bu
Reinforcement Learning, second edition
Language: en
Pages: 549
Authors: Richard S. Sutton
Categories: Computers
Type: BOOK - Published: 2018-11-13 - Publisher: MIT Press

DOWNLOAD EBOOK

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intellig