Fields Institute Courses

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

3 ratings

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
• Self-Paced
• Free Video

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

3 ratings

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

• YouTube
• 34 minutes
• Self-Paced
• Free Video

Quantile Processes for Risk Analysis in Finance and Insurance

2 ratings

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
• Self-Paced
• Free Video

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

1 rating

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

• YouTube
• 52 minutes
• Self-Paced
• Free Video

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

1 rating

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
• Self-Paced
• Free Video

AI as a Framework for Cognitive Neuroscience and Cognitive Neuroscience to Audit AI Alignment

1 rating

Explore how AI frameworks advance cognitive neuroscience research and how neuroscience principles can evaluate AI alignment for safer artificial intelligence systems.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

A Continuous Time Framework for Sequential Goals Investment Management

1 rating

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

• YouTube
• 1 hour 12 minutes
• Self-Paced
• Free Video

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

1 rating

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
• Self-Paced
• Free Video

Writing Research Proposals - Tips for Early-Career Researchers from an ECR

1 rating

Practical tips and strategies for early-career researchers to craft compelling research proposals, shared by a fellow ECR to enhance success in securing funding and advancing academic careers.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Tropical Quantum Field Theory

Explore tropical geometry applications in quantum field theory through advanced mathematical frameworks and computational techniques.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

The Topology and Complexity of Deep Computations - Part II

Explore advanced topological methods and computational complexity theory in deep mathematical structures and their algorithmic implications.

• YouTube
• 1 hour 28 minutes
• Self-Paced
• Free Video

Shocks and Patterns in Hyperbolic and Hyperbolic-Parabolic Balance Laws - Lecture 10

Explore shock wave dynamics and pattern formation in hyperbolic and hyperbolic-parabolic balance laws with expert analysis from Indiana University's Kevin Zumbrun.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Self-Similarity and the Einstein Vacuum Equations - Lecture 09

Explore self-similarity concepts within Einstein's vacuum equations through advanced mathematical analysis and theoretical physics applications.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Fedosov Quantization in Positive and Mixed Characteristic

Explore Fedosov quantization techniques extended to positive and mixed characteristic settings in this advanced mathematical physics seminar.

• YouTube
• 1 hour 50 minutes
• Self-Paced
• Free Video

Operator Algebra Seminar - Advanced Topics in C*-Algebras and Groupoids

Explore advanced operator algebra theory through specialized seminars covering C*-algebras, groupoids, K-theory, and classification problems in functional analysis.

• YouTube
• 1 day 17 hours 2 minutes
• Self-Paced
• Free Video