Undergraduate Certificate in Derivative Pricing with Data Science
-- ViewingNowThe Undergraduate Certificate in Derivative Pricing with Data Science is a comprehensive course that combines the principles of financial derivatives and data science techniques. This program's importance lies in its ability to equip learners with essential skills to succeed in the financial industry, where data-driven decision-making is becoming increasingly vital.
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โข Introduction to Derivative Pricing with Data Science
โข Financial Mathematics and Probability Theory
โข Stochastic Processes and Ito's Lemma
โข Black-Scholes-Merton Model and its Extensions
โข Numerical Methods for Derivative Pricing: Finite Difference, Finite Element, and Monte Carlo simulations
โข Interest Rate Models: Short-Rate and Forward-Rate Models
โข Fixed Income Derivatives and Exotic Options Pricing
โข Machine Learning Techniques in Derivative Pricing
โข Risk Management and Derivative Valuation Adjustments (XVA)
โข Case Studies and Applications in Derivative Pricing
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