Select Page

Quantitative Modeling (Finance)

Business Problem Build a simple model to analyze how much charge-offs can we expect at any level of portfolio loan delinquency (time independent) Regression Models Analyzed (in R) Linear RegressionNon-Linear RegressionSupport Vector MachineK-Nearest Neighbor...

Case Study – Machine Learning

Measurement of Success of the Credit Card Fraud Detection ML Model Let’s review one of the most common use cases of machine learning (“ML”) algorithms – credit card fraud detection and measure its success in reducing losses. The problem is a natural fit for ML because...