The Importance of Platforms in Machine Learning

We just get really caught up in doing MLOps for MLOps sake and forgetting the goal, which is to make your machine learning team more productive. I think there are definitely a place for a platform that focuses on just model development and experimentation. When it comes to the production side, there's also there comes a very different set of needs. That's kind of why we are focusing on the survey and deployment part.