Monitoring Machine Learning Models in Production

“In many ways the journey is just beginning. How do you know if your models are behaving as you expect them to? What about next week/month/year when the customer (or fraudster) behavior changes and your training data is stale? These are complex challenges, compounded by the fact that machine learning monitoring is a rapidly evolving field in terms of both tooling and techniques…”