Processing ......
FreeComputerBooks.com
Links to Free Computer, Mathematics, Technical Books all over the World
 
Bayesian Reasoning and Machine Learning
🌠 Top Free Python Books - 100% Free or Open Source!
  • Title: Bayesian Reasoning and Machine Learning
  • Author(s) David Barber
  • Publisher: Cambridge University Press (2012); eBook (Online Edition: David Barber ©2020)
  • Permission: Online Edition Provided by the Author.
  • Hardcover: 735 pages
  • eBook: PDF (690 pages)
  • Language: English
  • ISBN-10: 0521518148
  • ISBN-13: 978-0521518147
  • Share This:  

Book Description

Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs.

This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models.

About the Authors
  • N/A
Reviews, Ratings, and Recommendations: Related Book Categories: Read and Download Links: Similar Books:
Book Categories
:
Other Categories
Resources and Links