Ch 1 Introduction to Business Analytics

Ch 2 Data Management and Wrangling

Ch 3 Data Visualization and Summary Measures

Ch 4 Probability and Probability Distributions

Ch 5 Statistical Inference

Ch 6 Regression Analysis

Ch 7 Advanced Regression Analysis

Ch 8 Introduction to Data Mining

Ch 9 Supervised Data Mining: k-Nearest Neighbors and Naive Bayes

Ch10 Supervised Data Mining: Decision Trees

Ch11 Unsupervised Data Mining

Ch12 Forecasting with Time Series Data

Ch13 Introduction to Prescriptive Analytics

Appendix A Big Data Sets: Variable Description and Data Dictionary

Appendix B Getting Started with Excel and Excel Add-Ins

Appendix C Getting Started with R

Appendix D Statistical Tables

Appendix E Answers to Selected Exercises