Fields Institute Courses

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

4 reviews

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

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

2 reviews

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

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

Homological Methods in Random Noncommutative Geometry

Explore homological methods in random noncommutative geometry, covering fuzzy spectral triples, Dirac operators, and connections to random matrix theory and BV formalism.

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

Dispersal Evolution in Climate-Driven Range Shifts

Explore how climate change impacts species' range shifts and dispersal evolution, examining mathematical models and ecological implications for biodiversity conservation.

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

Tensor Harish-Chandra–Itzykson–Zuber Integral & Entanglement Detection in Multipartite Quant Systems

Explore tensor integrals and their applications in quantum entanglement detection, focusing on multipartite systems and advanced mathematical concepts in quantum physics.

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

How Topological Recursion Organizes Quantum Fields on Noncommutative Geometries - Part 3

Explore advanced concepts in quantum field theory and noncommutative geometry, focusing on topological recursion and its applications in organizing quantum fields.

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

Construct Your Design Explicitly! If You Can

Explore explicit construction methods for combinatorial designs, focusing on their advantages and challenges in mathematical research and applications.

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

Remembering Rudi Mathon

Tribute to mathematician Rudi Mathon, highlighting his contributions to designs, codes, and cryptography. Explores his legacy and impact on the field.

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

How Topological Recursion Organizes Quantum Fields on Noncommutative Geometries - Part 2

Explore advanced concepts in quantum field theory, focusing on topological recursion and its application to noncommutative geometries in this advanced mathematics lecture.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Packings of Partial Difference Sets

Explore the mathematical concept of packings of partial difference sets in this concise talk by Shuxing Li, delving into new advances in designs, codes, and cryptography.

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