CHAPTER 1: Introduction to Business Analytics CHAPTER 2: Data Management and Wrangling CHAPTER 3: Summary Measures CHAPTER 4: Data Visualization CHAPTER 5: Probability and Probability Distributions CHAPTER 6: Statistical Inference CHAPTER 7: Regression Analysis CHAPTER 8: Introduction to Data Mining CHAPTER 9: More Topics in Regression Analysis CHAPTER 10: Logistic Regression Models CHAPTER 11: Supervised Data Mining: kNN and Naive Bayes CHAPTER 12: Supervised Data Mining: Decision Trees CHAPTER 13: Unsupervised Data Mining CHAPTER 14: Forecasting with Time Series Data CHAPTER 15: Spreadsheet Modelling CHAPTER 16: Risk and Simulation CHAPTER 17: Optimization: Linear Programming CHAPTER 18: Optimization: Integer and Nonlinear Programming 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.