| F 1/7 | Welcome to the class & How this class works | | |
| M 1/10 | Module 1: What is Data Science, Anaconda, Python & Jupyter Notebooks | Prepare 1 | |
| W 1/12 | | Peer Instructions 1 | |
| F 1/14 | | Peer Instructions 1 | |
| Su 1/16 | | Homework 1 | |
| M 1/17 | Module 2: Numpy & Pandas | Prepare 2 | |
| W 1/19 | | Peer Instructions 2 | |
| F 1/21 | | Peer Instructions 2 | |
| Su 1/23 | | Homework 2 | |
| M 1/24 | Module 3: Probability | Prepare 3 | |
| W 1/26 | | Peer Instructions 3 | |
| F 1/28 | | Peer Instructions 3 | |
| Su 1/30 | | Homework 3 | |
| M 1/31 | Module 4: Data Wrangling | Prepare 4 | |
| W 2/2 | | Peer Instructions 4 | |
| F 2/4 | | Peer Instructions 4 | |
| Su 2/6 | | Homework 4 | |
| M 2/7 | Module 5: Statistical Inference | Prepare 5 | |
| W 2/9 | | Peer Instructions 5 | |
| Th 2/10 | | | Mini-Exam 1 Opens |
| F 2/11 | | Peer Instructions 5 | |
| Sa 2/12 | | | Mini-Exam 1 Closes |
| Su 2/13 | | Homework 5 | |
| M 2/14 | Module 6: Combining Data | Prepare 6 | |
| W 2/16 | | Peer Instructions 6 | |
| F 2/18 | | Peer Instructions 6 | |
| Su 2/20 | | Homework 6
Project: Group Formation | |
| M 2/21 | Module 7: Databases and SQL | Prepare 7 | |
| W 2/23 | | Peer Instructions 7 | |
| F 2/25 | | Peer Instructions 7 | |
| Su 2/27 | | Homework 7 | |
| W 3/2 | Proposal Workshop | | Mini-Exam 1 Retake Opens (Moved due to spring break) |
| Th 3/3 | | | Mini-Exam 2 Opens |
| F 3/4 | Proposal Workshop | | |
| Sa 3/5 | | | Mini-Exam 1 Retake Closes
Mini-Exam 2 Closes |
| Su 3/6 | | Project Proposal | |
| W 3/9 | Spring break | | |
| F 3/11 | Spring break | | |
| M 3/14 | Module 8: Visualization | Prepare 8 | |
| W 3/16 | | Peer Instructions 8 | |
| F 3/18 | | Peer Instructions 8 | |
| Su 3/20 | | Homework 8 | |
| M 3/21 | Module 9: Prediction & Supervised Machine Learning | Prepare 9 | |
| W 3/23 | | Peer Instructions 9 | |
| F 3/25 | | Peer Instructions 9 | |
| Su 3/27 | | Homework 9 | |
| W 3/30 | Prototype Workshop: Notebooks + GitHub | | Mini-Exam 2 Retake Opens (Moved due to Duke Basketball Game, Go Duke!) |
| Th 3/31 | | | Mini-Exam 3 Opens |
| F 4/1 | Prototype Workshop (Zoom only) | | |
| Sa 4/2 | | | Mini-Exam 2 Retake Closes
Mini-Exam 3 Closes |
| Su 4/3 | | Project Prototype | |
| M 4/4 | Module 10: Deep Learning | Prepare 10 | |
| W 4/6 | | Peer Instructions 10 | |
| F 4/8 | | Peer Instructions 10 | |
| Su 4/10 | | Homework 10 | |
| W 4/13 | Project Workshop | | |
| Th 4/14 | | | Mini-Exam 3 Retake Opens
Mini-Exam 4 Opens |
| F 4/15 | Project Workshop | | |
| Sa 4/16 | | | Mini-Exam 3 Retake Closes
Mini-Exam 4 Closes |
| W 4/20 | Project Workshop | Project Report and Video Presentation | |
| M 4/25 | | | Mini-Exam 4 Retake Opens |
| W 4/27 | | | Mini-Exam 4 Retake Closes |
