The Unavoidable Difficulties of Machine Learning Systems: Data and Model Drifts

Machine learning systems are complicated. And sometimes, it's not the fault of the engineers who build them. It's the nature of machine learning systems. Here is what I mean... Let's say that you did a great job at finding good data, you prepared it...