Elvis Murina

Elvis Murina is a research scientist, responsible for the extensive exercises that accompany this book.

All three authors have worked with deep learning methods since 2013, and have extensive experience in both teaching the topic and developing probabilistic deep learning models.

books by Elvis Murina

Probabilistic Deep Learning
  • October 2020
  • ISBN 9781617296079
  • 296 pages
Included with a Manning Online subscription
  • printed in black & white
  • Available translations: Korean, Simplified Chinese
catalog / Data Science / Deep Learning / Probabilistic Deep Learning

Probabilistic Deep Learning is a hands-on guide to the principles that support neural networks. Learn to improve network performance with the right distribution for different data types, and discover Bayesian variants that can state their own uncertainty to increase accuracy. This book provides easy-to-apply code and uses popular frameworks to keep you focused on practical applications.