Data Alchemy: Transformative ML Workflows with DVC & DVClive

Data Alchemy: Transformative ML Workflow with DVC & DVCLive

Mastering Data Versioning and Model Experimentation using DVC & DVCLive

Image by authorThe journey may be complex, but each line of code carries the potential to transform ideas into reality.

Table of Contents:
– Introduction
– What is DVC & Why do we need it?
– Create a project template using cookiecutter
– Update the cookiecutter template
– Git & DVC initialization
– Understand params.yaml & dvc.yaml
– Implement logger
– …

ci-cd-pipeline data versioning machine learning mlops