Video and Webinar Series

Machine Learning Applications in Risk Management

In this video series, you will learn how to apply machine learning techniques to risk management. With the Classification Learner app and the Regression Learner app, you will see how easy it is to apply machine learning techniques to solve the following risk management problems:

  • Credit risk – classifying credit data to predict if the client is likely to default or not
  • Market risk – predicting the volatility of Bitcoin price
  • Operational risk – detecting fraudulent activities in credit card transactions

Fraud Detection Using Machine Learning Learn how to use machine learning to detect fraudulent activities like credit card fraud.

Classifying Credit Card Default Using the Classification Learner App Use the Classification Learner app and simplified datasets to classify and predict credit card default.

Forecasting Bitcoin Volatility Using the Regression Learner App See how to apply machine learning techniques to forecast continuous response variables like volatility.