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
Download Free PDF / Read Online
Author(s): Rui Miguel Forte
Publisher: Packt Publishing
Published: June 2015
Format(s): Online
File size: –
Number of pages: 414
Download / View Link(s): This offer has ended.
Free as of 07/30/2022
Publisher: Packt Publishing
Published: June 2015
Format(s): Online
File size: –
Number of pages: 414
Download / View Link(s): This offer has ended.
Free as of 07/30/2022