| Week | Lecture focus | Workshop / assessment |
|---|---|---|
| 1 | Lecture 01: What Makes a Result Reproducible? | Method development |
| 2 | Lecture 02: Literature Search as an Experiment | Workshop and PS 01 |
| 2 | Lecture 03: Archive Discovery and Query Provenance | Method development |
| 3 | Lecture 04: Identifiers and Cross-Matches | Workshop and PS 02 |
| 3 | Lecture 05: Uncertainty Propagation and Calibration | Method development |
| 4 | Lecture 06: Model Selection and Residuals | Workshop and PS 03 |
| 4 | Lecture 07: Reproducible Coding and Environments | Method development |
| 5 | Lecture 08: Scientific Visualization and Figure Critique | Workshop and PS 04 |
| 5 | Lecture 09: Observational Planning and Time Allocation | Method development |
| 6 | Lecture 10: Ethical Conduct and Data Stewardship | Workshop and PS 05 |
| 6 | Lecture 11: Statistical Ethics and Inference | Method development |
| 7 | Lecture 12: Conference-Style Communication | Workshop and PS 06 |
| 7 | Lecture 13: Capstone Proposal Design | Method development |
| 8 | Lecture 14: Synthesis and Peer Review | Workshop and PS 07 |
The matched cadence is intentional: each workshop integrates the two preceding lectures and produces an artifact revisable into the capstone portfolio.