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Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc

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Item specifics

Condition
Good: A book that has been read, but is in good condition. Minimal damage to the book cover eg. ...
Book Title
Machine Learning: An Algorithmic Perspective (Chapman & Hall/Crc
ISBN
9781420067187
Publication Year
2009
Type
Textbook
Format
Mixed Media
Language
English
Publication Name
Machine Learning: an Algorithmic Perspective
Item Height
235 mm
Author
Stephen Marsland
Publisher
Taylor & Francis LTD
Subject
Computer Science
Item Weight
680 g
Item Width
156 mm
Number of Pages
406 Pages

About this product

Product Information

Traditional books on machine learning can be divided into two groups -- those aimed at advanced undergraduates or early postgraduates with reasonable mathematical knowledge and those that are primers on how to code algorithms. The field is ready for a text that not only demonstrates how to use the algorithms that make up machine learning methods, but also provides the background needed to understand how and why these algorithms work. Machine Learning: An Algorithmic Perspective is that text. Theory Backed up by Practical Examples The book covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author addresses the topics in a practical way while providing complete information and references where other expositions can be found. He includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python. The author uses data from a variety of applications to demonstrate the methods and includes practical problems for students to solve. Highlights a Range of Disciplines and Applications Drawing from computer science, statistics, mathematics, and engineering, the multidisciplinary nature of machine learning is underscored by its applicability to areas ranging from finance to biology and medicine to physics and chemistry. Written in an easily accessible style, this book bridges the gaps between disciplines, providing the ideal blend of theory and practical, applicable knowledge.

Product Identifiers

Publisher
Taylor & Francis LTD
ISBN-13
9781420067187
eBay Product ID (ePID)
87839505

Product Key Features

Number of Pages
406 Pages
Publication Name
Machine Learning: an Algorithmic Perspective
Language
English
Subject
Computer Science
Publication Year
2009
Type
Textbook
Author
Stephen Marsland
Format
Mixed Media

Dimensions

Item Height
235 mm
Item Weight
680 g
Item Width
156 mm

Additional Product Features

Country/Region of Manufacture
United States
Title_Author
Stephen Marsland

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    As Described Fast Delivery Very GOOD PKG. Arrived sealed in a strong Pvc Post bag Envelope. Item is a good size book hardback cover. Great Buy Very good value. A1. Thank you would Buy again as great Topic. Thank you for your Lovely sale item and Delivery service. Kind Regards always Mrs Christina gk.xxx