Week 10 - Model validation and uncertainty quantification
Model validation and uncertainty quantification ✅
Mountain fog. Photo by Patrick Hendry on Unsplash
Tasks
- Watch the videos
- Complete the assignments
- Complete the readings
Videos
You can access the course videos on YouTube. You can also find a playlists for all course videos on YouTube here.
No. |
Title |
YouTube |
Slides |
Length |
|
|---|---|---|---|---|---|
| 1 | Cross validation | 44:20 | |||
| 2 | Quantifying uncertainty | 28:50 | |||
| 3 | Bootstrapping | 15:06 |
Class Activities
Activity |
Title |
Date |
|---|---|---|
| Project | Project Meetings | Tue, 29 Mar |
| Project | Project Time | Thu, 31 Mar |
Assignments
Assignment |
Title |
Due |
|---|---|---|
| Due this week | ||
| OQ 09 | Modeling overview | Sun, 3 Apr, 23:59 EST |
| HW 07 | Bike rentals DC | Wed, 6 Apr, 23:59 EST |
| Due in two weeks | ||
| Presentation | In Class | Tue, 12 Apr, Class time |
| Presentation | In Class | Thu, 14 Apr, Class time |
| Project | Project Write Up | Sat, 16 Apr, 23:59 EST |
Readings
| 📄 | tidymodels: Evaluate your model with resampling | Required |
| 📖 | IMS: Bootstrap confidence intervals | Required |
Interactive R tutorials
No interactive tutorials this week.
