Machine Learning with R Cookbook > PACKT 원서리스트

1 Practical Machine Learning with R

2 Data Exploration with RMS Titanic

3 R and Statistics

4 Understanding Regression Analysis

5 Classification (I) – Tree, Lazy, and Probabilistic

6 Classification (II) – Neural Network and SVM

7 Model Evaluation

8 Ensemble Learning

9 Clustering

10 Association Analysis and Sequence Mining

11 Dimension Reduction

12 Big Data Analysis (R and Hadoop)

A Appendix A: Resources for R and Machine Learning

A Appendix B: Dataset – Survival of Passengers on the Titanic

A Appendix C: Index