Productionization of a machine learning model

Abstract

The ultimate goal of almost any technological project is to deliver it to the end-users efficiently and effectively. This process, known as productionization, is a critical step in the lifecycle of technological development. It marks the transition from a conceptual model or prototype to a usable product. It's not just about creating a working prototype but also ensuring that it's scalable, reliable, and user-friendly. Productionization is the phase where an idea becomes a tangible product, ready to create real-world impacts.