Vetiver: First steps in MLOps

This is part one of a two part series on {vetiver}. Future blogs will be linked here as they are released. Part 1: Vetiver: First steps in MLOps (This post) Part 2: Vetiver: Model Deployment (Coming soon) Most R users are familiar with the classic workflow popularised by R for Data Science. Data scientists begin by importing and cleaning the data, then iteratively transform, model, and visualise it. Visualisation drives the modeling process, which in turn prompts new visualisations, and periodically, they summarise their work and report results.