Fields Institute Courses

Climate Change and the Primary Sectors- The Role of Carbon in Agriculture and Forestry

3 reviews

Explore the impact of climate change on agriculture and forestry, focusing on carbon's role and potential mitigation strategies in these primary sectors.

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

Quantile Processes for Risk Analysis in Finance and Insurance

1 review

Explore advanced risk analysis techniques using quantile processes, applicable to finance and insurance sectors, presented by Andrea Macrina from University College London.

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

Using Machine Learning and AI to Automate Anti-Money Laundering Efforts

1 review

Explore innovative applications of ML and AI in automating anti-money laundering processes, enhancing detection and prevention strategies for financial institutions.

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

JAX- Accelerated Machine Learning Research via Composable Function Transformations in Python

1 review

Explore accelerated machine learning research using JAX, a Python library for composable function transformations, enhancing ML model development and experimentation.

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

Lessons Learned from Using Generative AI as a Role-playing Tool in Data Science Education - April 2024

1 review

Exploring Generative AI for personalized learning in Data Science education, focusing on interactive Q&A sessions and AI-generated quizzes to enhance understanding of concepts like Linear Regression.

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

A Continuous Time Framework for Sequential Goals Investment Management

1 review

Explore a quantitative approach to wealth management through sequential goals investment, presented by Columbia University expert Agostino Capponi.

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

Dynamic Behaviors of a Leslie-Gower Model With Strong Allee Effect and Fear Effect in Prey

1 review

Explore dynamic behaviors in a Leslie-Gower model, examining strong Allee effect and fear effect in prey populations. Gain insights into ecological modeling and population dynamics.

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

Regime-Aware Portfolio Models

Explore advanced quantitative methods for wealth management, focusing on regime-aware portfolio models to enhance investment strategies and decision-making.

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

Learning From Transaction-Level Investment Account Data

Explore machine learning techniques for analyzing transaction-level investment data, focusing on practical applications in wealth management and financial decision-making.

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

Correlation Scenarios and Correlation Stress Testing

Explore advanced techniques in financial risk management, focusing on correlation scenarios and stress testing methodologies for enhanced wealth management strategies.

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

The Graph Model for Conflict Resolution - Reflections on Three Decades of Development

Explore the evolution and applications of the Graph Model for Conflict Resolution over 30 years, examining its role in addressing complex climate challenges and decision-making processes.

• YouTube
• 1 hour 23 minutes
• On-Demand
• Free Video

Combining Reinforcement Learning and Inverse Reinforcement Learning for Optimal Asset Allocation

Explore innovative approaches to asset allocation using reinforcement learning and inverse reinforcement learning techniques for optimal portfolio management and wealth preservation strategies.

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

Machine Learning Flows for Referral Models

Explore machine learning techniques for referral models, focusing on quantitative methods in wealth management and their practical applications in financial institutions.

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

Technological Prisms: A Configurational Analysis of Robo-Advice Beliefs, Adoption, and Incumbent Adaptation in the Financial Advice Sector

Explore the impact of robo-advice on financial services, examining beliefs, adoption patterns, and incumbent adaptations through configurational analysis.

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

Drawdown Betas - Measuring Drawdown Risk and Portfolio Optimization

Explore drawdown risk measurement and portfolio optimization techniques with Stan Uryasev. Learn about drawdown betas and their application in quantitative wealth management strategies.

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