Mastering Predictive Analytics with R, 2/Ed > PACKT 원서리스트

1 Gearing Up for Predictive Modeling

2 Tidying Data and Measuring Performance

3 Linear Regression

4 Generalized Linear Models

5 Neural Networks

6 Support Vector Machines

7 Tree-Based Methods

8 Dimensionality Reduction

9 Ensemble Methods

10 Probabilistic Graphical Models

11 Topic Modeling

12 Recommendation Systems

13 Scaling Up

14 Deep Learning

A Appendix A: Index