Machine Learning, revised and updated edition (The MIT Press Essential Knowledge series)
Language: English
Published by The MIT Press, 2021
- Softcover
- New
Seller: Russell Books, Victoria, BC, CanadaRussell Books
AbeBooks seller since June 1, 1996
Condition: New
£ 11.48
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Add to basketItem description from seller
Seller Inventory # ING9780262542524
- Title
- Machine Learning, revised and updated edition (The MIT Press Essential Knowledge series)
- Author
- Alpaydin, Ethem
- Publisher
- The MIT Press
- Publication year
- 2021
- Condition
- New
- Binding
- Paperback
- Language
- English
- ISBN 10
- 0262542528
- ISBN 13
- 9780262542524
- Series
- Book 70 of 115: MIT Press Essential Knowledge
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 for a new approach to artificial intelligence that aims to program computers to use example data or past experience to solve a given problem. In this volume in the MIT Press Essential Knowledge series, Ethem Alpaydin offers a concise and accessible overview of the new AI. This expanded edition offers new material on such challenges facing machine learning as privacy, security, accountability, and bias.
Alpaydin, author of a popular textbook on machine learning, explains that as Big Data has gotten bigger, the theory of machine learning--the foundation of efforts to process that data into knowledge--has also advanced. He describes the evolution of the field, explains important learning algorithms, and presents example applications. He discusses the use of machine learning algorithms for pattern recognition; artificial neural networks inspired by the human brain; algorithms that learn associations between instances; and reinforcement learning, when an autonomous agent learns to take actions to maximize reward. In a new chapter, he considers transparency, explainability, and fairness, and the ethical and legal implications of making decisions based on data.
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Russell Books
Victoria, BC, Canada
AbeBooks seller since June 1, 1996
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