From Data Streams to High Quality Predictive Models. The Secret to Offline Feature Engineering

Yuri will explain how Serverless, Kappa architecture and Python can help to create a simple but efficient platform for feature construction and model training. Using simple concepts such as CQRS and Event Sourcing, together we will develop a data processing system that will allow us to create and test new traits, as well as understand their value for ML models.