You should track your workflow. A list of tools can be found here. DVC is a very powerful tool and has an DVC-extension in VSCode.

DVC in TB-Projekten

DVC extension for VSCode

Basics on DVC

Siehe auch: DVC Extensions

What is DVC?: Introduction to DVC, installation and how to setup remote storage.

Data Versioning: Working with DVC to version data and models.

Working with Pipelines: Creating and reproducing pipelines for training and evaluating models.

DVC in Machine Learning Engineering and MLOps

DVC for DevOps (Vortrag)