2024 Training Schedule
Draft schedule for synchronous training sessions
Pre-workshop
Information about pre-workshop preparation – including software installation, expectations for what you should already be familiar with, and review materials – is available in the pre-work portion of the materials page.
22 July 2024
Time | Activity | Materials |
---|---|---|
Arrival |
23 July 2024 (08:30 - 17:30)
Time | Activity | Materials |
---|---|---|
8:30 | Introduction to time dependent data, course overview | |
9:30 | Goal setting, lighting presentations | |
10:15 | Break | |
10:45 | Lecture: Regression Transformations and Diagnostics | |
11:45 | Practical: Regression Transformations and Diagnostics | |
12:30 | Lunch | |
13:30 | Lecture: Time Dependent Data Analysis | |
14:30 | Practical: Time Dependent Data Analysis | |
15:15 | Break | |
15:30 | Integrated Lecture and Practical: Basics of Time Series method |
24 July 2024 (08:30 - 17:30)
Time | Activity | Materials |
---|---|---|
8:30 | Overview of the day | |
9:00 | Introduction to VecDyn Database and API | |
10:00 | Break | |
10:30 | Working with VecDyn/time dependent data (data aggregation, covariate/predictor sources) | |
12:30 | Lunch | |
13:30 | Lecture: Introduction to Gaussian Process (GP) regression applied to time dependent data | |
14:45 | Break | |
15:15 | Practical: GPs in R with laGP and hetGP |
|
16:30 | Brainstorming planning for projects | |
17:00 | Lightning talks |
25 July 2024 (08:30 - 17:30)
Time. | Activity | Materials |
---|---|---|
8:30 | Overview of the day | |
9:00 | Forecasting metrics and challenge introduction | |
9:30 | Forecasting Challenge | |
10:30 | Break | |
11:00 | Forecasting Challenge (cont) | |
11:45 | Present and Eval forecasts | |
12:30 | Lunch | |
13:30 | Mini projects | |
15:00 | Break | |
15:30 | Mini projects | |
16:30 | Present mini projects; wrap up |
26 July 2024
Time | Activity | Materials |
---|---|---|
Travel |
Post-workshop
Enjoy using these new techniques and databases!