Denna webbshop är stängd för köp.
Klicka här för mer information

Bayesian Reasoning and Machine Learning
  • Bandtyp: Inbunden
  • Språk: Engelska
  • Utgiven: 201202
  • Antal sidor: 735
  • Vikt i gram: 1710
  • ISBN10:0521518148
  • ISBN13:9780521518147

Bayesian Reasoning and Machine Learning


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. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.

Kundrecensioner och bloggar

Sök fler böcker:

Kunder som köpt denna bok har
även köpt:
Pattern Recognition and Machine Learning
Pattern Recognition and Machine Learning
av Bishop, Christopher M.
The Elements of Statistical Learning:  D
Introduction to Information Retrieval
Introduction to Information Retrieval
av Manning, Christopher D.
Lore of Running
Lore of Running
av Noakes, Timothy
Skotten i Köpenhamn :  ett reportage om