2024 Training Schedule

Draft schedule for synchronous training sessions

Main materials

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!