Lecture (Subject to Change)
| Date | Topic | Project |
|---|---|---|
| Fr 1/10 | Intro | |
| We 1/15 | Neuroimaging Preprocessing | |
| Fr 1/17 | Brain Graphs | |
| We 1/22 | Brain Topology | |
| Fr 1/24 | Data Storytelling | Project Kickoff: Overview & Team Formation |
| We 1/29 | Statistical Connectomics | Meet with instructor between 1/29 and 2/5 to discuss your proposal |
| Fr 1/31 | Dynamic Analysis | |
| We 2/5 | Statistical Learning | Proposal (due) |
| Fr 2/7 | Logistic Regression | |
| We 2/12 | Gradient-Based Methods | |
| Fr 2/14 | Perceptrons | |
| We 2/19 | Neural Networks | Meet with instructor between 2/17 and 2/24 to discuss your milestone report and lightning presentations |
| Fr 2/21 | Graph Neural Networks | |
| We 2/26 | Guest Lecture 1 (Model Assessment & Selection) |
|
| Fr 2/28 | Guest Lecture 2 (Regularization) |
|
| We 3/5 | Lightning Presentations (1:25 – 2:40 pm, Biological Sciences 130) | |
| Fr 3/7 | Journal Club Presentation 1 | 2-Page Milestone Report (due) |
| We 3/12 | No Class (Spring Break) | |
| Fr 3/14 | No Class (Spring Break) | |
| We 3/19 | Debugging Learning Models | |
| Fr 3/21 | Journal Club Presentation 2 | |
| We 3/26 - Fr 3/28 | Unsupervised Learning | Meet with instructor between 3/26 and 4/2 to discuss your team project presentation and other final deliverables |
| We 4/2 | Research Talk 1 | 3-Page Milestone Report + Video (due) |
| Fr 4/4 | Journal Club Presentation 3 | |
| We 4/9 | Research Talk 2 | Meet with instructor between 4/9 and 4/16 to discuss your team project presentation and other final deliverables Complete all analyses to showcase the full scope of your project during your presentation |
| Fr 4/11 | Research Talk 3 | |
| We 4/16 - Fr 4/18 | Team Project Presentations (1:25 – 2:40 pm, Biological Sciences 130) | |
| We 4/23 | Research Talk 4 | Use the post-presentation phase to refine your narrative and finalize your report, not for additional analysis |
| We 4/30 | Final Report + Reproducible Code (due) |
