Includes index.

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 More Topics in Regression Analysis
Chapter 9 Logistic Regression
Chapter 10 Forecasting with Time Series Data
Chapter 11 Introduction to Data Mining
Chapter 12 Supervised Data Mining: k-Nearest Neighbors and Naïve Bayes
Chapter 13 Supervised Data Mining: Decision Trees
Chapter 14 Unsupervised Data Mining
Chapter 15 Spreadsheet Modeling
Chapter 16 Risk Analysis and Simulation
Chapter 17 Optimization: Linear Programming
Chapter 18 More Applications in Optimization