1. Data and Data Preparation
2. Data Visualization
3. Numerical Descriptive Measures
4. Introduction to Probability
5. Discrete Probability Distributions
6. Continuous Probability Distributions
7. Sampling and Sampling Distributions
8. Interval Estimation
9. Hypothesis Testing
10. Comparisons involving Means
11. Comparisons involving Proportions
12. Regression Analysis
13. More Topics in Regression Analysis
14. Forecasting with Time Series Data

Appendix
A: Big Data Sets: Variable Description and Data Dictionary
B: Getting Started with Excel