# Week 1.6

## Uncertainty Propagation

- [Book theory: Overview](https://mude.citg.tudelft.nl/book/2025/propagation_uncertainty/overview.html)
  - [Transforming Random Variables](https://mude.citg.tudelft.nl/book/2025/propagation_uncertainty/0_Transforming_random_variables.html)
  - [Propagation Laws](https://mude.citg.tudelft.nl/book/2025/propagation_uncertainty/1_Mean_and_Variance_propagation.html)
  - [Linear Propagation](https://mude.citg.tudelft.nl/book/2025propagation_uncertainty/1b_Mean_and_Variance_propagation_linear_case.html)
  - [Monte Carlo Simulations](https://mude.citg.tudelft.nl/book/2025/propagation_uncertainty/2_Monte_Carlo_simulations.html)
- [Lecture Slides](https://github.com/TUDelft-MUDE/source-files/raw/main/file/uncertainty_propagation.pdf)
- [Collegerama recording](https://collegeramavideoportal.tudelft.nl/catalogue/cegm1000/presentation/0d772f65550442dea0a0d040498b9e9f1d?academicYear=2025-2026-cegm1000-25) (TU Delft login required)
- [Workshop assignment: Mean and Variance Propagation](https://mude.citg.tudelft.nl/workbook-2025/assignments/WS1.6/README.html)
- [Group assignment: Icey Dicey Propagations](https://mude.citg.tudelft.nl/workbook-2025/assignments/GA1.6/README.html)

## Programming:

- Large language models
  - [Book chapters](https://mude.citg.tudelft.nl/book/2025/programming/week_1_6.html)
    - [Effective Prompting](https://mude.citg.tudelft.nl/book/2025/_git/github.com_TeachBooks_learn-programming/mude-2025/book/llms/effective-prompting.html)
    - [Generating Code Exercise](https://mude.citg.tudelft.nl/book/2025/_git/github.com_TeachBooks_learn-programming/mude-2025/book/llms/generating-code.html)
    - [Debugging Errors Exercise](https://mude.citg.tudelft.nl/book/2025/_git/github.com_TeachBooks_learn-programming/mude-2025/book/llms/debugging-errors.html)
    - [The Importance of Human-in-the-Loop](https://mude.citg.tudelft.nl/book/2025/_git/github.com_TeachBooks_learn-programming/mude-2025/book/llms/human-in-the-loop.html)
  - [Programming Assignment: BotHeat.py](https://mude.citg.tudelft.nl/workbook-2025/assignments/PA1.6/README.html)
    - [Python Scripts in VS Code](https://mude.citg.tudelft.nl/workbook-2025/assignments/PA1.6/1_py_files.html)
    - [Activating GitHub Copliot in VS Code](https://mude.citg.tudelft.nl/workbook-2025/assignments/PA1.6/2_activate_github_copilot.html)
    - [Programming a Thermostat with AI](https://mude.citg.tudelft.nl/workbook-2025/assignments/PA1.6/3_LLMs_in_Practice.html)
- .py files
  - [Programming Assignment: BotHeat.py](https://mude.citg.tudelft.nl/workbook-2025/assignments/PA1.6/README.html)
    - [Python Scripts in VS Code](https://mude.citg.tudelft.nl/workbook-2025/assignments/PA1.6/1_py_files.html)