1. Introduction to Business Analytics.Part 1: DATA ANALYSIS.2. Describing the Distribution of a Variable.3. Finding Relationships among Variables.4.
Business Intelligence (BI) Tools for Data Analysis: Power Query.5. Business Intelligence (BI) Tools for Data Analysis: Power Pivot.Part 2: PROBABILITY AND DECISION MAKING UNDER UNCERTAINTY.6. Probability and Probability Distributions.7. Decision Making under Uncertainty.
Part 3: STATISTICAL INFERENCE, REGRESSION ANALYSIS, and TIME SERIES FORECASTING.8. Statistical Inference.9. Regression Analysis: Estimating Relationships.10. Regression Analysis: Statistical Inference.11.
Time Series Analysis and Forecasting.Part 4: OPTIMIZATION AND SIMULATION MODELING.12. Introduction to Optimization Modeling.13. Optimization Models.14. Introduction to Simulation Modeling.
15. Simulation Models.Part 5: ADVANCED DATA ANALYSIS.16. Data Mining: Classification.17. Data Mining: Clustering and Market Basket Analysis.Part 7: BONUS ONLINE MATERIAL.
18. Analysis of Variance and Experimental Design.19. Statistical Process Control.Appendix A: Statistical Reporting.