The field of machine learning is maturing rapidly. A few years ago, people were still learning to develop predictive models with their data. Many enterprises have now mastered the art of predictive modelling, and know how to wrap these models in a runtime that exposes the model to clients. The time has come to scale these capabilities.
In this talk, I will present the problems many companies are facing when scaling machine learning capabilities internally. I will then talk about the model serving platform, and how it can alleviate these problems.