Difficulty Level
Intermediate
Completion Time
8h20m
Language
English
About Book
Who Is This Book For?
This book is for anyone who has to deal with lots of data and draw conclusions from it, especially when the data is noisy or uncertain. Data scientists, machine learning enthusiasts, engineers, and those who curious about the latest advances in machine learning will find PGM interesting.
Learning Probabilistic Graphical Models in R
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 8h20m total length
Probabilistic Reasoning
Exact Inference
Learning parameters
Bayesian modeling : Basic models
Approximate inference
Bayesian modeling: Linear models
Probabilistic Mixture Models
Appendix
Related Resources
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