Items related to Introduction to Machine Learning (Adaptive Computation...
Synopsis
A substantially revised third edition of a comprehensive textbook that covers a broad range of topics not often included in introductory texts.
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. 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. Subjects include supervised learning; Bayesian decision theory; parametric, semi-parametric, and nonparametric methods; multivariate analysis; hidden Markov models; reinforcement learning; kernel machines; graphical models; Bayesian estimation; and statistical testing.
Machine learning is rapidly becoming a skill that computer science students must master before graduation. The third edition of Introduction to Machine Learning reflects this shift, with added support for beginners, including selected solutions for exercises and additional example data sets (with code available online). Other substantial changes include discussions of outlier detection; ranking algorithms for perceptrons and support vector machines; matrix decomposition and spectral methods; distance estimation; new kernel algorithms; deep learning in multilayered perceptrons; and the nonparametric approach to Bayesian methods. All learning algorithms are explained so that students can easily move from the equations in the book to a computer program. The book can be used by both advanced undergraduates and graduate students. It will also be of interest to professionals 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.
Search results for Introduction to Machine Learning (Adaptive Computation...
Stock Image
Introduction to Machine Learning
Seller: AwesomeBooks, Wallingford, United Kingdom
Seller rating 5 out of 5 stars
hardcover. Condition: Very Good. Introduction to Machine Learning This book is in very good condition and will be shipped within 24 hours of ordering. The cover may have some limited signs of wear but the pages are clean, intact and the spine remains undamaged. This book has clearly been well maintained and looked after thus far. Money back guarantee if you are not satisfied. See all our books here, order more than 1 book and get discounted shipping. . Seller Inventory # 7719-9780262028189
Buy Used
US$ 4.92
US$ 5.48 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Seller: BooksRun, Philadelphia, PA, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. 3. It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. Seller Inventory # 0262028182-8-1
Stock Image
Introduction to Machine Learning
Seller: Bahamut Media, Reading, United Kingdom
Seller rating 4 out of 5 stars
hardcover. Condition: Very Good. Shipped within 24 hours from our UK warehouse. Clean, undamaged book with no damage to pages and minimal wear to the cover. Spine still tight, in very good condition. Remember if you are not happy, you are covered by our 100% money back guarantee. Seller Inventory # 6545-9780262028189
Buy Used
US$ 13.68
US$ 9.29 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Seller Image
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Seller: Goodwill Books, Hillsboro, OR, U.S.A.
Seller rating 5 out of 5 stars
Condition: acceptable. Fairly worn, but readable and intact. If applicable: Dust jacket, disc or access code may not be included. Seller Inventory # GICWV.0262028182.A
Seller Image
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Seller: Goodwill, Brooklyn Park, MN, U.S.A.
Seller rating 4 out of 5 stars
Condition: very_good. Item may have minor cosmetic defects such as marks, wears, cuts, bends, or crushes on the cover, spine, pages, or dust cover. Shrink wrap, dust covers, or boxed set case may be missing. Item may contain remainder marks on outside edges, which should be noted in listing comments. Item may be missing bundled media. Seller Inventory # MINV.0262028182.VG
Seller Image
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Seller: Volunteers of America Ohio & Indiana, Columbus, OH, U.S.A.
Seller rating 4 out of 5 stars
Condition: good. Seller Inventory # VOAV.0262028182.G
Stock Image
Introduction to Machine Learning
Seller: Anybook.com, Lincoln, United Kingdom
Seller rating 5 out of 5 stars
Condition: Good. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,1300grams, ISBN:9780262028189. Seller Inventory # 7866884
Buy Used
US$ 46.28
US$ 17.51 shipping
Ships from United Kingdom to U.S.A.
Ships from United Kingdom to U.S.A.
Quantity: 1 available
Stock Image
Introduction to Machine Learning (Adaptive Computation and Machine Learning)
Seller: 3rd St. Books, Lees Summit, MO, U.S.A.
Seller rating 5 out of 5 stars
Hardcover. Condition: Very Good. No Jacket. 3rd Edition. Very good, clean, tight condition. 3rd edition. Text free of marks. Professional book dealer since 1999. All orders are processed promptly and carefully packaged. Seller Inventory # 095172
Stock Image
Introduction to Machine Learning
Seller: Buchpark, Trebbin, Germany
Seller rating 5 out of 5 stars
Condition: Gut. Zustand: Gut | Seiten: 640 | Sprache: Englisch | Produktart: Bücher | Keine Beschreibung verfügbar. Seller Inventory # 24722803/3
Buy Used
US$ 61.25
US$ 116.83 shipping
Ships from Germany to U.S.A.
Ships from Germany to U.S.A.
Quantity: 1 available