Name: Develop for Deployment - Profiling, versioning, and feature stores
Uploaded: 2023-01-11T00:00:00Z
Description: This chapter is dedicated to all the considerations we need to make already in the development phase, in order to ensure a smooth ride when we reach the operations. Our ultimate goal is to explain how to train the model using MLOps best practices and build a model package that enables smooth deployment, reproducibility and post-deployment monitoring.