Table of contents
Frontmatter
Contents
Preface
Acknowledgments
Chapter 1: Data Mining and Business
Chapter 2: The Data Mining Process
Chapter 3: Framing Analytical Questions
Chapter 4: Data Preparation
Chapter 5: Descriptive Analysis
Chapter 6: Modeling
Chapter 7: Predictive Analytics with Regression Models
Chapter 8: Classification
Chapter 9: Clustering
Chapter 10: Time Series Forecasting
Chapter 11: Feature Selection
Chapter 12: Anomaly Detection
Chapter 13: Text Data Mining
Chapter 14: Working with Large Data Sets
Chapter 15: Visual Programming
Index
20 chapters available
