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Einführung in Machine Learning-
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eBay-Artikelnr.:317237177411
Artikelmerkmale
- Artikelzustand
- Title
- Introduction to Machine Learning
- ISBN
- 9780262028189
Über dieses Produkt
Product Identifiers
Publisher
MIT Press
ISBN-10
0262028182
ISBN-13
9780262028189
eBay Product ID (ePID)
202530623
Product Key Features
Number of Pages
640 Pages
Language
English
Publication Name
Introduction to Machine Learning
Subject
Intelligence (Ai) & Semantics
Publication Year
2014
Type
Textbook
Subject Area
Computers
Series
Adaptive Computation and Machine Learning Ser.
Format
Hardcover
Dimensions
Item Height
1.1 in
Item Weight
42.2 Oz
Item Length
8.9 in
Item Width
8.2 in
Additional Product Features
Edition Number
3
Intended Audience
College Audience
LCCN
2014-007214
Dewey Edition
23
Illustrated
Yes
Dewey Decimal
006.3/1
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 Learnin g 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.
LC Classification Number
Q325.5.A46 2014
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Rechtliche Informationen des Verkäufers
USt-IdNr.: GB 724498118
CRN: 03800600
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- Proceso de votación automática de eBay- Bewertung vom Käufer.Letzter MonatEl pedido se ha entregado con puntualidad y sin incidencias
- 7***e (33)- Bewertung vom Käufer.Letzter MonatBestätigter KaufAmazing price and super fast shipping. Book arrived exactly as described in the correct box meant to ship books. No bumps or dings in the corner because of the attention to packaging. I'll keep an eye on this seller for another purchase. Highly recommend this seller!!!!
- 5***w (1173)- Bewertung vom Käufer.Letzter MonatBestätigter KaufThe book that was shown was not the book that I received. Nonetheless, when I informed the seller that it wasn't the item they advertised-/they were more than willing to make it right. Since they didn't have another copy of the title I was expecting, they promptly issued an apology; and refund full refund. I really appreciated the speed at which they were willing to make things right with this transaction. I will definitely not hesitate to do business with them again. Thank You!
- f***f (1620)- Bewertung vom Käufer.Letzte 6 MonateBestätigter KaufExcellent Seller, Goes the Extra Mile. The Seller Was Incredibly Communicative. Smooth Transaction, Shipped Very Quickly, As Advertised; Good Price; Well Packaged & Delivered Within a Few Days. Item in Described Promised Condition, Thank You Very Much!!!!!!!!!!! A+Sam's Letters To Jennifer By James Patterson. 9780316000741 (Nr. 394523567865)