Train ML models with DVC
Ensuring the reproducibility of your experiments and maintaining a clean project structure can be challenging.
This exercise will guide you through a scenario where you have to train a machine-learning model using a structured approach. You'll leverage DVC for managing data versioning and reproducibility in machine learning projects. Your task is to complete the scaffolded dvc.yaml
file provides instructions for preprocessing data and training a model, ensuring that you can confidently reproduce your experiments and collaborate effectively with your team.
NOTE: Use python3
instead of python
to run Python scripts.
This exercise is part of the course
CI/CD for Machine Learning
Hands-on interactive exercise
Turn theory into action with one of our interactive exercises
