All units will be released at 00:00 UTC on the start date specified below. All assignments are due at 00:00 UTC on the respective due date listed.
| Unit | Start Date | Lecture Topics | Method Covered | Items Due | Due Date |
| 1 | Sep-18 | Introduction to Analytics, Introduction to R | Basic Data Analysis | Initial Evaluation and Homework Assignment 1 | Oct-2 |
| 2 | Sep-25 | Quality of Wine, Moneyball | Linear Regression | Homework Assignment 2 | Oct-9 |
| 3 | Oct-2 | Modeling an Expert, The Framingham Heart Study | Logistic Regression | Homework Assignment 3 | Oct-16 |
| 4 | Oct-9 | Predicting Supreme Court Decisions, The D2Hawkeye Story | Trees | Homework Assignment 4 | Oct-23 |
| 5 | Oct-16 | Turning Tweets into Knowledge, IBM Watson | Text Analytics | Homework Assignment 5 | Oct-30 |
| 6 | Oct-23 | Recommendation Systems, Predictive Diagnosis | Clustering | Homework Assignment 6 | Nov-6 |
| 7 | Oct-30 | Visualizing the World, The Analytical Policeman | Visualization | Homework Assignment 7 | Nov-13 |
| 8 | Nov-6 | Airline Revenue Management, Radiation Therapy | Linear Optimization | Homework Assignment 8 | Nov-20 |
| 9 | Nov-13 | Sports Scheduling, eHarmony | Integer Optimization | Final Evaluation and Homework Assignment 9 | Nov-27 |
| Final Exam | Nov-27 | None | None | Final Exam | Dec-4 |