Machine Learning In Action Pdf


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Machine Learning In Action

Machine Learning In Action Author by : Peter Harrington
Languange Used : en
Release Date : 2011-12
Publisher by : Manning Publications
ISBN : 1617290181
File Size : 46,7 Mb
Total Download : 541

Provides information on the concepts of machine theory, covering such topics as statistical data processing, data visualization, and forecasting.
Category: Computers

Reinforcement Learning

Reinforcement Learning Author by : Richard S. Sutton
Languange Used : en
Release Date : 2018-11-13
Publisher by : A Bradford Book
ISBN : 9780262039246
File Size : 44,5 Mb
Total Download : 407

The significantly expanded and updated new edition of a widely used text on reinforcement learning, one of the most active research areas in artificial intelligence. Reinforcement learning, one of the most active research areas in artificial intelligence, is a computational approach to learning whereby an agent tries to maximize the total amount of reward it receives while interacting with a complex, uncertain environment. In Reinforcement Learning, Richard Sutton and Andrew Barto provide a clear and simple account of the field's key ideas and algorithms. This second edition has been significa
Category: Computers

Efficient Learning Machines

Efficient Learning Machines Author by : Mariette Awad
Languange Used : en
Release Date : 2015-04-27
Publisher by : Apress
ISBN : 9781430259909
File Size : 47,5 Mb
Total Download : 550

Machine learning techniques provide cost-effective alternatives to traditional methods for extracting underlying relationships between information and data and for predicting future events by processing existing information to train models. Efficient Learning Machines explores the major topics of machine learning, including knowledge discovery, classifications, genetic algorithms, neural networking, kernel methods, and biologically-inspired techniques. Mariette Awad and Rahul Khanna’s synthetic approach weaves together the theoretical exposition, design principles, and practical applications
Category: Computers

Understanding Machine Learning

Understanding Machine Learning Author by : Shai Shalev-Shwartz
Languange Used : en
Release Date : 2014-05-19
Publisher by : Cambridge University Press
ISBN : 9781107057135
File Size : 47,6 Mb
Total Download : 393

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.
Category: Computers
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