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This book is under construction. The version currently shared with students: mude.citg.tudelft.nl/book

Textbook

Q1 Topics

1. Modelling concepts
2. Propagation of Uncertainty
3. Observation theory
4. Numerical Modelling
5. Univariate Continuous Distributions
6. Multivariate Distributions

Q2 Topics

1. PDEs and the Finite Volume Method
2. Finite Element Method
3. Signal Processing
4. Time Series Analysis
5. Optimization
6. Machine Learning
7. Extreme Value Analysis
8. Risk Analysis

Programming

Week 1.1: Getting Started!
Week 1.2: Python Topics
Week 1.3: VS Code Live Share!
- Visual Studio Live Share
Week 1.4: Version control with Git!
Week 1.5: Collaboration with Git!
Week 1.6: Errors
Week 1.7: OOP
- Classes and Object-Oriented Programming in Python
Week 1.8: SymPy
- SymPy
Week 2.4: Gurobi installation

Miscellaneous

References
Credits and License

Repository
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By MUDE Teachers and the Student Army from Delft University of Technology, built with TeachBooks and Jupyter Book, CC BY 4.0

Last updated on August 1, 2025.