AI & Data Summit: Moving the business needle by automating machine learning research

Recently Outbrain CTR prediction system was heavily reworked, yielding much better performance than the previous system. In this talk, we will share some key takeaways from this journey. Specifically, how important it is to design a system that allows the data scientists to iterate quickly and fail fast. We will explain how our unique scalable system architecture supports this important premise. Additionally, we will show how you can easily boost online and offline research by using proper automation tools.