How to Manage Machine Learning Products

Part I: Why is managing machine learning products so hard? And why should you care? In my previous article, I talked about the biggest difference that Machine Learning (ML) brings: ML enables a move away from having to program the machine to true autonomy (self-learned). Machines make predictions and improve insights based on patterns they identify in data without humans explicitly telling them what to do. That's why ML is particularly useful for challenging problems that are difficult for people to explain to machines.