Unit 1: Algebra Essentials for Finance
Unit 2: Calculus Fundamentals for Financial Analysis
Unit 3: Probability and Statistics for Financial Modeling
Mathematical Methods in Finance
Master essential mathematical and computational techniques for financial modeling, analysis, and decision-making.
Unit 1: Vectors and Matrices in Finance
Unit 2: Calculus for Portfolio Optimization
Unit 1: Foundations of Probability in Finance
Unit 2: Statistical Inference and Hypothesis Testing
Unit 3: Time Series Analysis Fundamentals
Unit 1: Introduction to Stochastic Processes
Unit 2: Ito's Lemma and Applications
Unit 3: Optimization Techniques
Unit 4: Numerical Methods
Unit 1: Introduction to Machine Learning in Finance
Unit 2: Algorithmic Trading with Machine Learning
Unit 3: Risk Management and Credit Risk Modeling
Unit 4: Advanced Applications and Case Studies