# Week 1.6 ## Uncertainty Propagation - [Book theory: Overview](https://mude.citg.tudelft.nl/book/2026/propagation_uncertainty/overview.html) - [Transforming Random Variables](https://mude.citg.tudelft.nl/book/2026/propagation_uncertainty/0_Transforming_random_variables.html) - [Mean and Variance Propagation Laws](https://mude.citg.tudelft.nl/book/2026/propagation_uncertainty/1_Mean_and_Variance_propagation.html) - [Linear Propagation of Mean and Covariance](https://mude.citg.tudelft.nl/book/2026propagation_uncertainty/1b_Mean_and_Variance_propagation_linear_case.html) - [Monte Carlo Simulations for Uncertainty Propagation](https://mude.citg.tudelft.nl/book/2026/propagation_uncertainty/2_Monte_Carlo_simulations.html) - [Lecture slides](https://github.com/TUDelft-MUDE/source-files/raw/main/file/slides2026/Lecture_1_6_uncertainty_propagation.pdf) - [Collegerama recording (TU Delft login required)](https://collegeramavideoportal.tudelft.nl/catalogue/cegm1000/presentation/461239f685894fa888bbb201f51023e61d?academicYear=2026-2027-cegm1000-25) - [Workshop assignment: Pipe Dreams](https://mude.citg.tudelft.nl/workbook-2026/assignments/WS1.6/README.html) - [Mean and Variance Propagation](https://mude.citg.tudelft.nl/workbook-2026/assignments/WS1.6/pipe_dreams.html) - [Group assignment: Icy Dicey Propagation](https://mude.citg.tudelft.nl/workbook-2026/assignments/GA1.6/README.html) - [Icy Dicey Propagation](https://mude.citg.tudelft.nl/workbook-2026/assignments/GA1.6/icey_dicey.html) - [Report](https://mude.citg.tudelft.nl/workbook-2026/assignments/GA1.6/report.html) ## Programming: ### Large Language Models - [Book chapters](https://mude.citg.tudelft.nl/book/2026/programming/week_1_6.html) - [Effective Prompting](https://mude.citg.tudelft.nl/book/2026/programming/week_1_6/effective-prompting.html) - [Generating Code Exercise](https://mude.citg.tudelft.nl/book/2026/programming/week_1_6/generating-code.html) - [Debugging Errors Exercise](https://mude.citg.tudelft.nl/book/2026/programming/week_1_6/debugging-errors.html) - [The Importance of Human-in-the-Loop](https://mude.citg.tudelft.nl/book/2026/programming/week_1_6/human-in-the-loop.html) - [Programming Assignment: BotHeat.py](https://mude.citg.tudelft.nl/workbook-2026/assignments/PA1.6/README.html) - [Activating GitHub Copliot in VS Code](https://mude.citg.tudelft.nl/workbook-2026/assignments/PA1.6/2_activate_github_copilot.html) - [Programming a Thermostat with AI](https://mude.citg.tudelft.nl/workbook-2026/assignments/PA1.6/3_LLMs_in_Practice.html) ### Python in `.py` files - [Programming Assignment: BotHeat.py](https://mude.citg.tudelft.nl/workbook-2026/assignments/PA1.6/README.html) - [Python Scripts in VS Code](https://mude.citg.tudelft.nl/workbook-2026/assignments/PA1.6/1_py_files.html)