Putting Data Science in Production

Zalando is using data science in many places, for example, to make the customer experience more personalized. Taking data science methods to production has a number of challenges, which goes far beyond simply training a model with high prediction accuracy. In this talk, I want to talk about three aspects: how to build data science products, how to build architectures to deliver data science products, and how to organize a team to efficiently deliver data science products. This is definitely a journey, but I hope what I have learned is valuable to some.