Ever found yourself in an endless POC that opened more and more research questions? Ever found yourself delivering a POC, and expected to deliver the project to Production a minute later? Or perhaps, presenting a great POC, deploying to Prod, and then struggling with poor results?
The Proof of Concept is the very first stage of every ML project and the most notorious one.
In this talk, I will share my experience with good (and bad!) POCs, and discuss how to avoid some common pitfalls.