Machine Learning: A Probabilistic Perspective

by Kevin P. Murphy

Published: 8/24/2012

Why read?

Ready to master machine learning from a probabilistic perspective? Murphy's comprehensive guide shows you how uncertainty and probability underpin modern AI. Through rigorous yet accessible explanations, you'll learn how to build and understand machine learning models that work in the real world. While mathematically thorough, it always connects theory to practical applications. Essential for anyone serious about a career in AI or data science.

Recommended by:

  • Stanford University
  • MIT OpenCourseWare

Pages

1104 pages

Language

English

ISBN

978-0262018029

ASIN

0262018020

See Also