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Textbook

Q1 Topics

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

Q2 Topics

1. Numerical Methods for PDEs
2. Finite Element Method
3. Signal Processing
4. Time Series Analysis
5. Optimization
6. Machine Learning
7. Extreme Value Analysis

Programming topics Q1

1. Getting Started!
2. Sharing code in reports
- 2.1. File Paths
- 2.2. Markdown
3. Version control with Git
4. Large language models

Programming topics Q2

1. Object-oriented programming
2. Programming with large matrices
3. Errors in Python
- 3.1. Error Types
- 3.2. The Python Traceback
4. Testing in Python
5. Python packaging
- 5.1. Packaging

Miscellaneous

References
Changelog
Credits and License

Repository
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