Machine Learning to predict low risk loans by BigML

Traditionally, analyzing big data with machine learning tools has been prohibitively complex and expensive. In this session you will see how BigML makes machine learning more accessible than ever thanks to it's well defined workflow, insightful visualizations, and fully featured REST API.

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