Credit Scoring: Part 5 – Scorecard Development
Scorecard development describes how to turn data into a scorecard model
Credit Scoring: Part 4 – Variable Selection
How to achieve parsimony and what is the key information to look for?
Credit Scoring: Part 3 – Data Preparation and Exploratory Data Analysis
Data preparation is a key aspect of any data mining project including development of a credit scorecard
Credit Scoring: Part 2 – Credit Scorecard Modelling Methodology
How I make sure that other data scientists can replicate the same steps and produce similar results
Credit Scoring: The Development Process from End to End
Why do credit scoring? What is a credit score?
Machine Learning Past and Present
Machine learning is no longer the preserve of the researcher and the academic but has become firmly established as a tool for business.