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---
title: "Course Schedule"
format:
html:
tbl-colwidths: [20, 60, 20]
typst:
fontsize: 10pt
tbl-colwidths: [20, 60, 20]
---
Schedule is subject to change.
All changes will be posted here.
If there is a conflict between the due dates for an assignment between this page and Canvas, consider this page to be the correct version.
<style>
.table {
font-size: 0.85em;
}
</style>
| Date | Lesson | Assignments |
|:---------------------------|:-----------------------------------------------------------------|:-----------------------------------|
| Mon., Aug. 25 | Course Introduction | [PS0 (ungraded)](/assignments/PS0/index.qmd) Assigned, [Final Project](/assignments/final-project/index.qmd) Introduced |
| Wed., Aug. 27 | Module 1 Introduction | [PS1](/assignments/PS1/index.qmd) Assigned |
| Fri., Aug. 29 | [Lab 1: Julia Setup & Hello World](/labs/Lab-1/index.qmd) | |
| Mon., Sep. 1 | NO CLASS - Labor Day | |
| Wed., Sep. 3 | EVT Fundamentals | |
| Fri., Sep. 5 | [Lab 2: Julia Data Handling](/labs/Lab-2/index.qmd) | |
| Mon., Sep. 8 | Likelihood & MLE | |
| Wed., Sep. 10 | Tutorial: MLE with Turing.jl | [Probability examples](https://dossgollin-lab.github.io/climate-risk-management-reference/notebooks/probability-stats-examples.html) [EVT examples](https://dossgollin-lab.github.io/climate-risk-management-reference/notebooks/extremes-examples.html) |
| Fri., Sep. 12 | [Lab 3: GEV Inference](/labs/Lab-3/index.qmd) | |
| Mon., Sep. 15 | Bayesian Statistics | |
| Wed., Sep. 17 | MCMC Methods | |
| Fri., Sep. 19 | [Lab 4: Bayesian Rainfall Analysis](/labs/Lab-4/index.qmd) | |
| Mon., Sep. 22 | Nonstationarity & Covariates | |
| Wed., Sep. 24 | Sampling Variability & Regionalization | |
| Fri., Sep. 26 | [Lab 5: Regional vs Local Parameter Estimation](/labs/Lab-5/index.qmd) | |
| Mon., Sep. 29 | Advanced Model Selection | |
| Wed., Oct. 1 | Guest Lecture: IDF Curves and Duration | |
| Fri., Oct. 3 | PS1 Due & Module 1 Exam Review | [PS1](/assignments/PS1/index.qmd) Due |
| Mon., Oct. 6 | Module 1 Test | |
| Wed., Oct. 8 | Final Project Workshop | |
| Fri., Oct. 10 | Module 1 Exam Review | |
| Mon., Oct. 13 | No Class: Fall Break | |
| Wed., Oct. 15 | [Climate Models Overview](/lectures/2025-10-15/index.qmd) | [PS2](/assignments/PS2/index.qmd) Assigned |
| Fri., Oct. 17 | [Lab 6: Julia Climate Data Tools](/labs/Lab-6/index.qmd) | [Final Project Proposal Due](/assignments/final-project/index.qmd) |
| Mon., Oct. 20 | [Bias Correction and Downscaling](/lectures/2025-10-20/index.qmd) | |
| Wed., Oct. 22 | [Bias Correction Applications](/lectures/2025-10-22/index.qmd) | Read @ines_biascorrection:2006 |
| Fri., Oct. 24 | [Lab 7: Bias Correction Implementation](/labs/Lab-7/index.qmd) | |
| Mon., Oct. 27 | [Weather Typing and Synoptic Climatology](/lectures/2025-10-27/index.qmd) | |
| Wed., Oct. 29 | [Weather Typing for Climate Extremes](/lectures/2025-10-29/index.qmd) | Read @doss-gollin_pyfloods:2018 |
| Fri., Oct. 31 | [Lab 8: Weather Typing Implementation](/labs/Lab-8/index.qmd) | |
| Mon., Nov. 3 | Homogeneous and Non-Homogeneous Hidden Markov Models | |
| Wed., Nov. 5 | [HMMs for Precipitation Downscaling](/lectures/2025-11-05/index.qmd) | Read @robertson_hmm:2004 |
| Fri., Nov. 7 | [Lab 9: HMM and NHMM Implementation](/labs/Lab-9/index.qmd) | |
| Mon., Nov. 10 | [Model Selection](/lectures/2025-11-10/index.qmd) | |
| Wed., Nov. 12 | [Stochastic Weather Generators](/lectures/2025-11-12/index.qmd) | Read @steinschneider_generator:2019 |
| Fri., Nov. 14 | [Deep Learning for Downscaling](/lectures/2025-11-14/index.qmd) | Read @vandal_deepsd:2017; [Final Project Draft Lecture Notes Due](/assignments/final-project/index.qmd) |
| Mon., Nov. 17 | [Debate: Steinschneider vs. Vandal](/lectures/2025-11-17/index.qmd) | [Prep for debate](/lectures/2025-11-17/index.qmd) |
| Wed., Nov. 19 | PS2 Due & Module 2 Review | [PS2](/assignments/PS2/index.qmd) Due |
| Fri., Nov. 21 | Module 2 Test | |
| Mon., Nov. 24 | Workshop: Final Project Support | |
| Wed., Nov. 26 | No Class: Thanksgiving Week | |
| Fri., Nov. 28 | No Class: Thanksgiving Break | |
| Mon., Dec. 1 | Student Teaching Sessions | |
| Wed., Dec. 3 | Student Teaching Sessions | |
| Fri., Dec. 5 | Student Teaching Sessions & Course Wrap-up | [Final Project Teaching Presentation & Lecture Notes Due](/assignments/final-project/index.qmd) |