| 1.2 Introduction to Analytics | Introduction to the Analytics Edge (PDF) |
| 1.3 Introduction to R and the Analytics of Google’s Search Engine | Introduction to the R Programming Language (PDF) |
| 1.4 Recitation: Understanding Food | Nutritional Education with Data (PDF - 2.1MB) |
| 2.2 Predicting the Quality of Wine | Introduction to Linear Regression (PDF - 1.3MB) |
| 2.3 Moneyball: Sport Analytics | The Power of Sports Analytics (PDF - 1.4MB) |
| 2.4 Recitation: Playing Moneyball in the NBA | No notes |
| 3.2 Modeling the Expert | An Introduction to Logistic Regression (PDF - 1.2MB) |
| 3.3 The Framingham Heart Study | Evaluating Risk Factors to Save Lives (PDF) |
| 3.4 Recitation: Predicting the Winner Before any Votes are Cast | Election Forecasting (PDF) |
| 4.2 Forecasting Supreme Court Decisions | An Introduction to Trees (PDF - 1.1MB) |
| 4.3 Predicting Healthcare Costs | The D2Hawkeye Story (PDF - 1.3MB) |
| 4.4 Recitation: Location, Location, Location | Regression Trees for Housing Data (PDF - 1.1MB) |
| 5.2 Sentiment Detection and Text Analytics | Turning Tweets into Knowledge (PDF) |
| 5.3 IBM Watson | How IBM Built a Jeopardy Champion (PDF - 1.1MB) |
| 5.4 Recitation: Predictive Coding | Bringing Text Analytics to the Courtroom (PDF) |
| 6.2 Recommendation Systems: Netflix Movie Data | Introduction to Clustering (PDF - 1.3MB) |
| 6.3 Clustering for Customer Segmentation and Patterns of Heart Attacks | Discovering Patterns for Disease Detection (PDF - 1.4MB) |
| 6.4 Recitation: Seeing the Big Picture | Segmenting Images to Create Data (PDF) |
| 7.2 Visualizing the World | An Introduction to Visualization (PDF) |
| 7.3 Visualization for Law and Order | Predictive Policing (PDF) |
| 7.4 Recitation: The Good, the Bad, and the Ugly
| Bad vs. Good Visualizations (PDF) |
| 8.2 Airline Revenue Management | Introduction to Linear Optimization (PDF - 6.3MB) |
| 8.3 Radiation Therapy | An Application of Linear Optimization (PDF - 1.8MB) |
| 8.4 Recitation: Google AdWords | Optimizing Online Advertising (PDF - 1.1MB) |
| 9.2 Sports Scheduling | An Introduction to Integer Optimization (PDF - 1.1MB) |
| 9.3 eHarmony and Integer Optimization | Maximizing the Probability of Love (PDF) |
| 9.4 Recitation: Operating Room Scheduling | An Optimization Model for Hospitals (PDF) |
