Topics

A collection of my notes on mathematics, statistics, machine learning, finance, economics, and physics.

Pure Mathematics

• Analysis
• Algebra
• Calculus & Differential Equations
• Probability Theory
• Topology

Applied Mathematics

• Quantitative Finance
• Optimization
• Game Theory

Statistics

• Theoretical Statistics
• Statistical Models
• Survival Analysis
• Time Series Analysis

Machine Learning

• Data Science
• Neural Networks
• Deep Generative Models
• Reinforcement Learning

Finance & Economics

• Financial Markets

Physics

• Hamiltonian Mechanics
• Lagrangian Mechanics
• Dynamical Systems

Lecture Notes

• PSTAT10 Data Science Fundamentals
• PSTAT100 Data Science and Analysis

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