- Lecture 1: Descriptive statistics
- Lecture 2: Samping and statistical significance
- Lecture 3: Linear regression I
- Lecture 4: Linear regression II
- Lecture 5: Robustness analysis
- Lecture 6: Categorical data analysis
- Lecture 7: Multi-level modelling
- Lecture 8: Survival analysis

- Calculus I
- Linear and Complex Algebra
- Ordinary Differential Equations 1
- Ordinary Differential Equations 2

- Linear Algebra
- Statistics and Probability
- Vector Algebra
- Partial Differential Equations

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