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Introduction to Machine Learning Ethem Alpaydin 9780262043793
£73.55
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- Buy it nowIntroduction to Machine Learning Ethem Alpaydin 9780262043793
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eBay item number:235497047757
Item specifics
- Condition
- ISBN
- 9780262043793
- Publication Year
- 2020
- Series
- Adaptive Computation and Machine Learning Series
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Introduction to Machine Learning
- Item Height
- 229 mm
- Publisher
- MIT Press LTD
- Subject
- Computer Science
- Item Width
- 203 mm
- Number of Pages
- 712 Pages
About this product
Product Information
A substantially revised fourth edition of a comprehensive textbook, including new coverage of recent advances in deep learning and neural networks.The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Machine learning underlies such exciting new technologies as self-driving cars, speech recognition, and translation applications. This substantially revised fourth edition of a comprehensive, widely used machine learning textbook offers new coverage of recent advances in the field in both theory and practice, including developments in deep learning and neural networks. The book covers a broad array of topics not usually included in introductory machine learning texts, including supervised learning, Bayesian decision theory, parametric methods, semiparametric methods, nonparametric methods, multivariate analysis, hidden Markov models, reinforcement learning, kernel machines, graphical models, Bayesian estimation, and statistical testing. The fourth edition offers a new chapter on deep learning that discusses training, regularizing, and structuring deep neural networks such as convolutional and generative adversarial networks; new material in the chapter on reinforcement learning that covers the use of deep networks, the policy gradient methods, and deep reinforcement learning; new material in the chapter on multilayer perceptrons on autoencoders and the word2vec network; and discussion of a popular method of dimensionality reduction, t-SNE. New appendixes offer background material on linear algebra and optimization. End-of-chapter exercises help readers to apply concepts learned. Introduction to Machine Learning can be used in courses for advanced undergraduate and graduate students and as a reference for professionals.
Product Identifiers
Publisher
MIT Press LTD
ISBN-13
9780262043793
eBay Product ID (ePID)
8046608931
Product Key Features
Number of Pages
712 Pages
Publication Name
Introduction to Machine Learning
Language
English
Subject
Computer Science
Publication Year
2020
Type
Textbook
Series
Adaptive Computation and Machine Learning Series
Format
Hardcover
Dimensions
Item Height
229 mm
Item Width
203 mm
Additional Product Features
Country/Region of Manufacture
United States
Item description from the seller
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- n***g (898)- Feedback left by buyer.Past 6 monthsVerified purchaseExcellent product. As described. Great quality printing and binding. Very impressive quality for a reprint book. Condition as described. Excellent value product. Looks and feels even better than described. The description does not do it justice. I would highly recommend this product and this seller. Good communication and tracking. Well packaged. Swift postage. Superb service. A*
- o***k (143)- Feedback left by buyer.Past monthVerified purchaseGood priced new book, still in original plastic wrapper. Slight delay in delivery but sorted out quickly by the seller and then arrived within a couple of days. Very helpful communication. I will buy from this seller again if they have another book I am looking for. Thank you Andrew for your help in this. Trevor.
- e***- (400)- Feedback left by buyer.Past yearVerified purchaseA perfect transaction, book is brand new and very reasonably priced. Couldn't be happier. Very fast dispatch and delivery, secure packaging and arrived safely well within the time given. I'm very pleased with the book and dealing with this seller. Great Comms. Would definitely buy from them again and highly recommend. So much better than described by others. Great seller and great item. 👍White Bicycles: Making Music in the 1960s (#235454226473)
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