Machine Learning : The New AI
Language: English
Published by MIT Press, 2016
- Softcover
- Used
Seller: Better World Books Ltd, Dunfermline, United KingdomBetter World Books Ltd
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Condition: Used - Very good
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Former library copy. Pages intact with possible writing/highlighting. Binding strong with minor wear. Dust jackets/supplements may not be included. Includes library markings. Stock photo provided. Product includes identifying sticker. Better World Books: Buy Books. Do Good.
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- Title
- Machine Learning : The New AI
- Author
- Alpaydin, Ethem
- Publisher
- MIT Press
- Publication year
- 2016
- Condition
- Very Good
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0262529513
- ISBN 13
- 9780262529518
- Item weight
- 0.454 pounds
- Dimensions
- N/A
- Series
- Book 23 of 115: MIT Press Essential Knowledge
A concise overview of machine learning―computer programs that learn from data―which underlies applications that include recommendation systems, face recognition, and driverless cars.
Today, machine learning underlies a range of applications we use every day, from product recommendations to voice recognition―as well as some we don't yet use everyday, including driverless cars. It is the basis of the new approach in computing where we do not write programs but collect data; the idea is to learn the algorithms for the tasks automatically from data. As computing devices grow more ubiquitous, a larger part of our lives and work is recorded digitally, and as “Big Data” has gotten bigger, the theory of machine learning―the foundation of efforts to process that data into knowledge―has also advanced. In this book, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general reader, describing its evolution, explaining important learning algorithms, and presenting example applications.
Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context. He describes the basics of machine learning and some applications; the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances, with such applications as customer segmentation and learning recommendations; and reinforcement learning, when an autonomous agent learns act so as to maximize reward and minimize penalty. Alpaydin then considers some future directions for machine learning and the new field of “data science,” and discusses the ethical and legal implications for data privacy and security.
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Better World Books Ltd
Dunfermline, United Kingdom
AbeBooks seller since October 13, 2008
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