Quantitative Finance Courses and Certifications

Association for Computing Machinery (ACM)

Deep Learning for Sequences in Quantitative Finance

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Overview of deep learning sequence methods in quantitative finance, covering feature extraction, return forecasting, portfolio allocation, and trading execution. Explores applications and challenges in the investment process.

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

From Smart Betas to Smart Alphas - Quantum Mental in the Age of Machine Learning

Explore smart beta and alpha strategies in finance with Milind Sharma, covering machine learning, deep learning, and portfolio construction techniques for modern quantitative investing.

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

When to Sell an Asset? A Distribution Builder Approach

Explore optimal asset selling strategies using distribution builder approach, analyzing utility functions, investor behavior, and market dynamics in this mathematical finance lecture.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Oil Futures Volatility Smiles in 2020: Why the Bachelier Smile is Flatter

Explore oil futures volatility smiles, comparing Bachelier and Black models. Gain insights into market behavior during 2020's unprecedented events through data analysis and theoretical frameworks.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Optimal Execution with Quadratic Variation Inventories - BQE Lecture Series

Explore optimal execution strategies in financial markets, focusing on quadratic variation inventories and automated trading, with insights from Princeton researcher Laura Leal.

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

Optionality as a Binary Operation - BQE Lecture Series

Explore optionality as a binary operation with Peter Carr, delving into time relativity, market building, and advanced concepts like conjugate power and skewness in financial engineering.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Turbulence in Finance - BQE Lecture Series

Explore financial turbulence with Mike Lipkin, covering topics like order drop, rough paths, and hedging strategies in this insightful lecture on advanced quantitative finance concepts.

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

Brooklyn Quant Experience Lecture Series - Financial Derivatives and Collateral Liquidity

Explore financial derivatives, risk management, and regulatory impacts with expert Samim Ghamami in this insightful lecture on quantitative finance and economic modeling.

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

Quantifying Model Performance in Financial Risk Engineering

Explore quantitative model performance with Alexandre Antonov, covering replication, financial portfolios, and hedging strategies in this insightful lecture on advanced financial analysis techniques.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Free Video

Fields Institute

The End Is Near? Prices and Reserves as Predictors of Exploratory Resources Exhaustion

Explore the relationship between prices, reserves, and resource exhaustion in this seminar by Dr. Peter Tankov, examining predictors of exploratory resources depletion.

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

Fields Institute

Learning to Simulate Tail Risk Scenarios

Explore advanced techniques for simulating extreme financial events, focusing on tail risk scenarios and their impact on quantitative finance strategies.

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

Fields Institute

Arbitrage-Free Neural-SDE Market Models

Explore neural-SDE market models for arbitrage-free pricing, combining machine learning with stochastic differential equations in quantitative finance.

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

Fields Institute

Machine Learning, Financial Stress and Investment Behaviours

Explore machine learning applications in analyzing financial stress and investment behaviors, focusing on quantitative finance techniques and real-world implications.

• YouTube
• 1 hour 58 minutes
• On-Demand
• Free Video

Fields Institute

Assessing Asset-Liability Risk and the Numerical Approximation of Conditional Expectations

Explore asset-liability risk assessment and numerical approximation techniques for conditional expectations in quantitative finance, enhancing risk management skills.

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

Fields Institute

Drawdown Beta and Portfolio Optimization

Explore a new dynamic portfolio performance risk measure, Expected Regret of Drawdown (ERoD), and its implications for portfolio optimization, risk management, and the Capital Asset Pricing Model.

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