Topics in Mathematics with Applications in Finance

Video Lectures

Lecture 1: Introduction, Financial Terms and Concepts

Lecture 2: Linear Algebra

Lecture 3: Probability Theory

Lecture 5: Stochastic Processes I

Lecture 6: Regression Analysis

Lecture 7: Value At Risk (VAR) Models

Lecture 8: Time Series Analysis I

Lecture 9: Volatility Modeling

Lecture 10: Regularized Pricing and Risk Models

Lecture 11: Time Series Analysis II

Lecture 12: Time Series Analysis III

Lecture 13: Commodity Models

Lecture 14: Portfolio Theory

Lecture 15: Factor Modeling

Lecture 16: Portfolio Management

Lecture 17: Stochastic Processes II

Lecture 18: Itō Calculus

Lecture 19: Black-Scholes Formula, Risk-neutral Valuation

Lecture 20: Option Price and Probability Duality

Lecture 21: Stochastic Differential Equations

Lecture 23: Quanto Credit Hedging

Lecture 24: HJM Model for Interest Rates and Credit

Lecture 25: Ross Recovery Theorem

Lecture 26: Introduction to Counterparty Credit Risk