Too Long; Didn't Read
Burdiane Bastiane: Why is managing machine learning (ML) products so hard? And why should you care? In Part I, Bastiane talked about basics and challenges in managing ML products. As a PM, you need to give engineers and scientists enough space and flexibility to explore before deciding on the path going forward. It’s important to take test criteria into consideration and constantly test the models until you find the right model that delivers satisfactory results. It might be tempting to skip proper planning and dive right into seeing what models can do, you will likely end up wasting lots of time with no concrete results.