Survey of Machine Learning Lifecycle

Everyone has been talking about MLOps for over a year now. I looked around for how the lifecycle and processes have evolved. The discipline of seeking insight from data has been around for 25 years. Back then, it was known as data mining. In this article, I present a survey of the ML lifecycle process and conclude with my take on it.