Data is fundamental for threat intelligence. Scaling human analysis to process the volume of available threat data is impossible. This talk will give an overview of how one can process and analyze vast amounts of threat data at scale in real-time with the help of machine learning. It will also cover some challenges that comes with deploying machine learning models in production and discuss when machine learning is a good strategy to apply, and when it’s not.