Top Marketplace offers for ISBN

9780262012430

Introduction to Machine Learning (Adaptive Computation and Machine Learning series)

Alpaydin, Ethem

3.66 avg rating
( 95 ratings by GoodReads )
Not the book you're looking for? Search for all books with this author and title
9780262012430: Introduction to Machine Learning (Adaptive Computation and Machine Learning series)

The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, optimize robot behavior so that a task can be completed using minimum resources, and extract knowledge from bioinformatics data. The second edition of Introduction to Machine Learning is a comprehensive textbook on the subject, covering a broad array of topics not usually included in introductory machine learning texts. In order to present a unified treatment of machine learning problems and solutions, it discusses many methods from different fields, including statistics, pattern recognition, neural networks, artificial intelligence, signal processing, control, and data mining. All learning algorithms are explained so that the student can easily move from the equations in the book to a computer program. The text covers such topics as supervised learning, Bayesian decision theory, parametric methods, multivariate methods, multilayer perceptrons, local models, hidden Markov models, assessing and comparing classification algorithms, and reinforcement learning. New to the second edition are chapters on kernel machines, graphical models, and Bayesian estimation; expanded coverage of statistical tests in a chapter on design and analysis of machine learning experiments; case studies available on the Web (with downloadable results for instructors); and many additional exercises. All chapters have been revised and updated. Introduction to Machine Learning can be used by advanced undergraduates and graduate students who have completed courses in computer programming, probability, calculus, and linear algebra. It will also be of interest to engineers in the field who are concerned with the application of machine learning methods.

"synopsis" may belong to another edition of this title.

About the Author:

Ethem Alpaydin is a Professor in the Department of Computer Engineering at Bogaziçi University, Istanbul.

"About this title" may belong to another edition of this title.

Buy New View Book
List Price: US$
US$ 18.00

Convert Currency

Add to Basket

Shipping: US$ 10.69
From India to U.S.A.

Destination, Rates & Speeds

Top Search Results from the AbeBooks Marketplace

International Edition
International Edition

1.

Alpaydin, Ethem Author
Published by Cumberland, Rhode Island, U.S.A.: Mit Pr (2010)
ISBN 10: 026201243X ISBN 13: 9780262012430
New Hardcover Quantity Available: > 20
International Edition
Seller
University Bookstore
(DELHI, DELHI, India)
Rating
[?]

Book Description Cumberland, Rhode Island, U.S.A.: Mit Pr, 2010. Hardcover. Book Condition: New. No Jacket. 2nd Edition. This book is Brand new Hard Cover International edition with black and white printing. ISBN number & cover page may be different but contents identical to the US edition word by word. Book is in English language. Bookseller Inventory # ABE-5604065842

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 18.00
Convert Currency

Add to Basket

Shipping: US$ 10.69
From India to U.S.A.
Destination, Rates & Speeds
International Edition
International Edition

2.

Alpaydin, Ethem Author
ISBN 10: 026201243X ISBN 13: 9780262012430
New Soft cover Quantity Available: > 20
International Edition
Seller
University Bookstore
(DELHI, DELHI, India)
Rating
[?]

Book Description 2009. Soft cover. Book Condition: New. This book is BRAND NEW Soft cover International edition with black and white printing. ISBN number & cover page may be different but contents identical to the US edition word by word. Book is in English language. Bookseller Inventory # UN-PH-IN-1568

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 18.07
Convert Currency

Add to Basket

Shipping: US$ 10.69
From India to U.S.A.
Destination, Rates & Speeds

3.

Alpaydin, Ethem Author
ISBN 10: 026201243X ISBN 13: 9780262012430
New Quantity Available: 1
Seller
Book Park
(Southfield, MI, U.S.A.)
Rating
[?]

Book Description Book Condition: New. Brand New Book. Bookseller Inventory # 026201243XBYR

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 43.14
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

4.

Alpaydin, Ethem Author
Published by The MIT Press (2009)
ISBN 10: 026201243X ISBN 13: 9780262012430
New Hardcover Quantity Available: 1
Seller
Book Deals
(Lewiston, NY, U.S.A.)
Rating
[?]

Book Description The MIT Press, 2009. Book Condition: New. Brand New, Unread Copy in Perfect Condition. A+ Customer Service!. Bookseller Inventory # ABE_book_new_026201243X

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 63.66
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

5.

Alpaydin, Ethem Author
Published by The MIT Press (2009)
ISBN 10: 026201243X ISBN 13: 9780262012430
New Hardcover Quantity Available: 1
Seller
Irish Booksellers
(Rumford, ME, U.S.A.)
Rating
[?]

Book Description The MIT Press, 2009. Hardcover. Book Condition: New. book. Bookseller Inventory # 026201243X

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 63.68
Convert Currency

Add to Basket

Shipping: FREE
Within U.S.A.
Destination, Rates & Speeds

6.

Alpaydin, Ethem Author
Published by MIT Press Ltd, United States (2010)
ISBN 10: 026201243X ISBN 13: 9780262012430
New Hardcover Quantity Available: 1
Seller
The Book Depository US
(London, United Kingdom)
Rating
[?]

Book Description MIT Press Ltd, United States, 2010. Hardback. Book Condition: New. 2nd Revised edition. 232 x 210 mm. Language: English Brand New Book. The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, optimize robot behavior so that a task can be completed using minimum resources, and extract knowledge from bioinformatics data. The second edition of Introduction to Machine Learning is a comprehensive textbook on the subject, covering a broad array of topics not usually included in introductory machine learning texts. In order to present a unified treatment of machine learning problems and solutions, it discusses many methods from different fields, including statistics, pattern recognition, neural networks, artificial intelligence, signal processing, control, and data mining. All learning algorithms are explained so that the student can easily move from the equations in the book to a computer program. The text covers such topics as supervised learning, Bayesian decision theory, parametric methods, multivariate methods, multilayer perceptrons, local models, hidden Markov models, assessing and comparing classification algorithms, and reinforcement learning. New to the second edition are chapters on kernel machines, graphical models, and Bayesian estimation; expanded coverage of statistical tests in a chapter on design and analysis of machine learning experiments; case studies available on the Web (with downloadable results for instructors); and many additional exercises. All chapters have been revised and updated. Introduction to Machine Learning can be used by advanced undergraduates and graduate students who have completed courses in computer programming, probability, calculus, and linear algebra. It will also be of interest to engineers in the field who are concerned with the application of machine learning methods. Bookseller Inventory # LIB9780262012430

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 71.11
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

7.

Alpaydin, Ethem Author
Published by MIT Press Ltd, United States (2010)
ISBN 10: 026201243X ISBN 13: 9780262012430
New Hardcover Quantity Available: 1
Seller
The Book Depository
(London, United Kingdom)
Rating
[?]

Book Description MIT Press Ltd, United States, 2010. Hardback. Book Condition: New. 2nd Revised edition. 232 x 210 mm. Language: English Brand New Book. The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, optimize robot behavior so that a task can be completed using minimum resources, and extract knowledge from bioinformatics data. The second edition of Introduction to Machine Learning is a comprehensive textbook on the subject, covering a broad array of topics not usually included in introductory machine learning texts. In order to present a unified treatment of machine learning problems and solutions, it discusses many methods from different fields, including statistics, pattern recognition, neural networks, artificial intelligence, signal processing, control, and data mining. All learning algorithms are explained so that the student can easily move from the equations in the book to a computer program. The text covers such topics as supervised learning, Bayesian decision theory, parametric methods, multivariate methods, multilayer perceptrons, local models, hidden Markov models, assessing and comparing classification algorithms, and reinforcement learning. New to the second edition are chapters on kernel machines, graphical models, and Bayesian estimation; expanded coverage of statistical tests in a chapter on design and analysis of machine learning experiments; case studies available on the Web (with downloadable results for instructors); and many additional exercises. All chapters have been revised and updated. Introduction to Machine Learning can be used by advanced undergraduates and graduate students who have completed courses in computer programming, probability, calculus, and linear algebra. It will also be of interest to engineers in the field who are concerned with the application of machine learning methods. Bookseller Inventory # LIB9780262012430

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 73.33
Convert Currency

Add to Basket

Shipping: FREE
From United Kingdom to U.S.A.
Destination, Rates & Speeds

8.

Alpaydin, Ethem Author
Published by Cumberland, Rhode Island, U.S.A.: Mit Pr (2010)
ISBN 10: 026201243X ISBN 13: 9780262012430
New Hardcover Quantity Available: 5
Seller
LINDABOOK
(Taipei, TP, Taiwan)
Rating
[?]

Book Description Cumberland, Rhode Island, U.S.A.: Mit Pr, 2010. Hardcover. Book Condition: New. 2nd Edition. Ship out 1-2 business day,Brand new,US edition, Free tracking number usually 2-4 biz days delivery to worldwide Same shipping fee with US, Canada,Europe country, Australia, item will ship out from either LA or Asia,kf. Bookseller Inventory # ABE-7636576149

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 74.99
Convert Currency

Add to Basket

Shipping: US$ 9.90
From Taiwan to U.S.A.
Destination, Rates & Speeds

9.

Alpaydin, Ethem Author
ISBN 10: 026201243X ISBN 13: 9780262012430
New Quantity Available: 1
Seller
Rating
[?]

Book Description Book Condition: New. Publisher/Verlag: MIT Press | A new edition of an introductory text in machine learning that gives a unified treatment of machine learning problems and solutions. | Format: Hardback | Language/Sprache: english | 1220 gr | 584 pp. Bookseller Inventory # K9780262012430

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 83.21
Convert Currency

Add to Basket

Shipping: US$ 6.75
From Germany to U.S.A.
Destination, Rates & Speeds

10.

Alpaydin, Ethem Author
Published by The MIT Press Jan 2010 (2010)
ISBN 10: 026201243X ISBN 13: 9780262012430
New Quantity Available: 1
Seller
sparbuchladen
(Göttingen, Germany)
Rating
[?]

Book Description The MIT Press Jan 2010, 2010. Buch. Book Condition: Neu. 234x211x33 mm. Neuware - A new edition of an introductory text in machine learning that gives a unified treatment of machine learning problems and solutions. 584 pp. Englisch. Bookseller Inventory # 9780262012430

More Information About This Seller | Ask Bookseller a Question

Buy New
US$ 75.51
Convert Currency

Add to Basket

Shipping: US$ 27.02
From Germany to U.S.A.
Destination, Rates & Speeds

There are more copies of this book

View all search results for this book