Видео ютуба по тегу 18-642-Topics-In-Mathematics-With-Applications-In-Finance-Fall-2024

Lecture 1, Part I: Introduction of the Class

Lecture 2: Linear Algebra

Lecture 10: Counterparty Risk Optimization

Lecture 23: Introduction to Machine Learning

Lecture 6: Stochastic Processes I (cont.); Regression Analysis

Lecture 9: Principal Component Analysis in Finance

Lecture 1, Part III: Bond “Mathematics”

Lecture 24: Stochastic Calculus

Lecture 12: Time Series Analysis

Lecture 5: Probability Theory (cont.); Stochastic Processes I

Lecture 1, Part II: Introduction of Financial Markets, Financial Terms and Concepts

Lecture 8: Regression Analysis (cont.)

Lecture 13: Portfolio Management

Lecture 7: Linear Rates, Products, and Models

Lecture 18: Applying Data Science and Artificial Intelligence to Managing Biomedical Portfolios

Lecture 11: Regression Analysis (cont.)

Lecture 20: Building the First Federally (CFTC) Regulated Exchange Dedicated to Trading on Events

Lecture 19: Volatility Modeling

Lecture 4: Linear Algebra (cont.); Probability Theory

Lecture 14: Stochastic Processes II

Lecture 25: Stochastic Calculus (cont.); Stochastic Differential Equations

Lecture 21: Black-Scholes Formula, Risk Neutral Valuation