Topics

1 Pure Mathematics

-❯ renv::install(“tidyverse”) zsh: unknown file attribute: i ❯ deactivate ❯ renv::install(“tidyverse”) zsh: unknown file attribute: i [[set-theory]] - Probability Theory - Calculus & Differential Equations - Algebra - Analysis - Vector Spaces - Measure Theory - Topology

2 Applied Mathematics

• [[optimization-theory]]
• Financial Mathematics
• Control Theory
• Game Theory

3 Statistics

• [[theoretical-statistics]]
• [[statistical-models]]
• [[survival-analysis]]
• Time Series Analysis

4 Machine Learning

• Neural Networks
• Deep Generative Modeling
• Reinforcement Learning

5 Finance & Economics

• Finance Fundamentals

6 Physics

• Hamiltonian Mechanics
• Lagrangian Mechanics
• Dynamical Systems