Quantitative Finance Courses and Certifications

Fields Institute

Deeply Learning Derivatives - From Hilbert to Riskfuel

Explore advanced derivatives pricing using deep learning, from Hilbert's 13th problem to modern neural networks for valuing high-dimensional contingent claims in quantitative finance.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Fields Institute

Simulated Greeks for American Options

Explore simulated Greeks for American options, covering hedging strategies, state variables, and regression techniques. Compare with European options for comprehensive understanding.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Fields Institute

Semi-Parametric Pricing and Hedging of Barrier-Style Claims on Price and Volatility

Explore advanced techniques in quantitative finance for pricing and hedging barrier-style claims, focusing on semi-parametric approaches and their applications in complex financial models.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Fields Institute

Neural SDEs, Deep Learning and Stochastic Control

Explore neural SDEs, deep learning, and stochastic control in finance, covering optimal transport, neural networks, calibration, and simulations with practical applications.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Fields Institute

Towards Data-Driven Equal Risk Pricing and Hedging of Financial Derivatives

Explore data-driven approaches for equal risk pricing and hedging of financial derivatives, focusing on innovative methods in quantitative finance.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Fields Institute

Robust Distortion Risk Measures in Quantitative Finance

Explore robust distortion risk measures in quantitative finance, examining their applications and implications for risk assessment and management strategies.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Fields Institute

Statistical Prediction of Trading Strategies in Electronic Markets

Explore statistical methods for predicting trading strategies in electronic markets, focusing on advanced techniques and their applications in quantitative finance.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Fields Institute

Spanning Multi-Asset Payoffs with ReLUs

Explore innovative techniques for spanning multi-asset payoffs using Rectified Linear Units (ReLUs) in mathematical finance, enhancing portfolio optimization strategies.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Deep XVA - Efficient Derivative Valuation for Risk Management

Explore efficient XVA calculation using deep learning, GPU computation, and AAD for computationally intensive finance models.

• YouTube
• 29 minutes
• On-Demand
• Free Video

Data Science Conference

Revolutionizing Financial Data Integration - The OpenBB Edge

Discover how OpenBB democratizes quantitative finance through open-source tools, enabling comprehensive financial data integration and analysis for organizations of all sizes.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Fields Institute

Large-Scale Dynamics of Equity Markets of Variable Size - An Empirical Analysis

Delve into empirical analysis of equity market dynamics, exploring size variations and their impact on large-scale financial systems through advanced quantitative methods.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Microcredential

Financial Engineering and Risk Management

Aprende a resolver problemas de finanzas cuantitativas con Columbia University. Cubre precios de derivados, asignación de activos, optimización de portafolios y trading algorítmico en 30 semanas.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Mathematical Methods for Quantitative Finance

Learn the mathematical foundations essential for financial engineering and quantitative finance: linear algebra, optimization, probability, stochastic processes, statistics, and applied computational techniques in R.

• edX
• 12 weeks, 10-14 hours a week
• On-Demand
• Free Online Course (Audit)

Microcredential

Finance

Comprehensive finance program covering modern finance, accounting, quantitative methods, and derivatives. Gain expertise for high-demand finance careers across industries. MIT Sloan-quality curriculum available online.

• edX
• 60 weeks, 10-14 hours a week
• On-Demand
• $2,250.00
• 4 courses

Microcredential

Quantitative Finance

Comprehensive quantitative finance program covering time value of money, econometrics, and financial modeling. Develop practical skills for data analysis and decision-making in finance.

• Coursera
• 17 weeks, 3 hours a week
• On-Demand
• Paid Course
• 3 courses