Mastering Predictive Analytics with R

Mastering Predictive Analytics with R is designed to be both a guide and a reference for moving beyond the basics of predictive modeling. The book begins with a dedicated chapter on the language of models and the predictive modeling process. (Limited-time offer)

Table of Contents

• Gearing Up for Predictive Modeling
• Linear Regression
• Logistic Regression
• Neural Networks
• Support Vector Machines
• Tree-based Methods
• Ensemble Methods
• Probabilistic Graphical Models
• Time Series Analysis
• Topic Modeling
• Recommendation Systems

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