Ebook details

Learning Bayesian Models with R. Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problems

Learning Bayesian Models with R. Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problems

Hari Manassery Koduvely

EBOOK
  • 1. Overview of Probability Theory
  • 2. Setting up the R Environment
  • 3. Introducing Bayesian Inference
  • 4. Machine Learning using Bayesian Inference
  • 5. Getting to know Regression Models
  • 6. Introducing Classification Models
  • 7. Models for Unsupervised Learning
  • 8. Probabilistic Graphical Models- Bayesian Networks
  • 9. Big Data and Bayesian Inference
  • Title:Learning Bayesian Models with R. Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problems
  • Author:Hari Manassery Koduvely
  • Original title:Learning Bayesian Models with R. Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problems
  • ISBN:9781783987610, 9781783987610
  • Date of issue:2015-10-28
  • Format:Ebook
  • Item ID: e_3ctc
  • Publisher: Packt Publishing