Use case in production
Continuous Delivery for Machine Learning
Senior Applied Scientist, Zalando
Dr. Scott Small has over 10 years experience bringing machine learning and mathematical models to production. At Zalando SE, Scott currently works in the Machine Learning Productivity group, connecting Data Science teams with tooling and evangelizing best practices.
Improving models is a continuous process that requires many safeguards to ensure high-quality predictions, including model testing, traceability, and security. This talk presents how we use Zalando's ML Platform to guarantee continuous delivery of production ML models.