Machine Learning: The Art and Science of Algorithms that Make Sense of Data

• Author: Peter Flach
• ISBN 10: 1107422221
• ISBN 13: 9781107422223
• Release: November 12, 2012
• Format: Paperback (409 pages)
• List Price: Unknown
• More Details

  Tags: Computers & Internet, Computer Science, Artificial Intelligence,

  Book Description:
  As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.

Filter By Condition

  Used
  New
  Rental
  eBooks
  International
  Local Options

Search By Location

Rental Term

Summer Quarter Semester

Show Prices

Lower to higher Higher to Lower

  Apply Coupons
  Apply Sales Tax (estimate)

Add To My Bookbag Tweet Alert Sell Donate Contact Us

• Home
• Buy Textbooks
• Rent Textbooks
• Sell Textbooks
• New & Used Rental Buyback

Bookbag () | College Textbooks

• • Buy Cheap Textbooks
  • Sell Used Textbooks
  • Browse Textbooks
  • Textbook Information
  • Donate Your Books
• • My Bookbag
  • My Account
  • Price Alerts
  • Track Order
  • Help
• • SmartPhone Apps
  • Bookmark Us
  • Tell A Friend
  • Campus Bookstore Directory
• • Textbook Blog
  • Mobile & Local
  • Press
  • Affiliates
  • Feedback

Content Copyright © 1999-2013 Terms and Conditions of Use, Security and Privacy Policy | Resources: 1 2 3 | Site Map