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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
  • Tytuł: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
  • Autor:Hari Manassery Koduvely
  • Tytuł oryginału: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
  • Data wydania:2015-10-28
  • Format:Ebook
  • Identyfikator pozycji: e_3ctc
  • Wydawca: Packt Publishing