Experiment Management: How to Organize Your Model Development Process

In every project, there is a phase where the business_specification is created that usually entails a timeframe, budget, and goal of the machine learning project. When say goal, I mean a set of KPIs, business metrics, or if you are super lucky machine learning metrics. At this stage, it is very important to manage business expectations but it's a story for another day. If you are interested in those things I suggest you take a look at some articles by Cassie Kozyrkov, for instance, this one. Assuming that you and your team know what is the business goal you can do initial_research and cook up a baseline approach, a first creative_idea.