Machine Learning to predict low risk loans by BigML
Using only a browser, we will develop a system to predict low risk loans using the rich data available from Lending Club. Techniques applied will include dataset transformations, random decision forests, clustering, anomaly detection, batch predictions, evaluations and more.
An IPython notebook will be provided that utilizes BigML’s API to easily repeat every step taken during the session.
Requirements for attendees to follow along: • BigML account