Machine Learning with R Cookbook - Second Edition > PACKT 원서리스트

Table of Contents

1: PRACTICAL MACHINE LEARNING WITH R
2: DATA EXPLORATION WITH AIR QUALITY DATASETS
3: ANALYZING TIME SERIES DATA
4: R AND STATISTICS
5: UNDERSTANDING REGRESSION ANALYSIS
6: SURVIVAL ANALYSIS
7: CLASSIFICATION 1 - TREE, LAZY, AND PROBABILISTIC
8: CLASSIFICATION 2 - NEURAL NETWORK AND SVM
9: MODEL EVALUATION
10: ENSEMBLE LEARNING
11: CLUSTERING
12: ASSOCIATION ANALYSIS AND SEQUENCE MINING
13: DIMENSION REDUCTION
14: BIG DATA ANALYSIS (R AND HADOOP)