1. Business Analytics is Making Decisions 2. Decision Trees 3. Decision-Making and Simulation 4. Probability: Measuring Uncertainty 5. Subjective Probability Distributions 6. Empirical Probability Distributions 7. Theoretical Probability Distributions 8. Simulation Accuracy: Central Limit Theorem and Sampling 9. Simulation Fit and Significance: Chi-Square and ANOVA 10. Regression 11. Forecasting 12. Constrained Linear Optimization