Machine Learning with R Cookbook (2015)
Chapter 1: Practical Machine Learning with R
Chapter 2: Data Exploration with RMS Titanic
Chapter 4: Understanding Regression Analysis
Chapter 5: Classification (I) – Tree, Lazy, Probabilistic
Chapter 6: Classification (II) – Neural Network, SVM
Chapter 10: Association Analysis and Sequence Mining
Chapter 11: Dimension Reduction
Chapter 12: Big Data Analysis (R and Hadoop)
Appendix A: Resources for R and Machine Learning
Appendix B: Dataset – Survival of Passengers on the Titanic