Machine Learning Pipelines with DVC (Hands-On Tutorial!) скачать в хорошем качестве

Machine Learning Pipelines with DVC (Hands-On Tutorial!)

This tutorial is for total beginners to get started using DVC and Git to version data, models, and more. If you're completely new to DVC and want a gentle walkthrough of the basic features, this is for you! We'll be mirroring the third "Getting Started" feature from the official DVC docs about **pipelines**, a method to connect data, code and models for ultimate reproducibility. We'll explain how to: Create a DVC pipeline Modify existing pipeline stages Use pipelines to reproduce all the steps in a sample data science project This is the third of 4 videos in the DVC Basics series, covering key approaches in GitOps and MLOps. Docs: https://dvc.org/doc/start/data-manage... NOTE: dvc run has been replaced with the dvc stage add command. You can find all the info at the above linked docs 🧑🏽‍💻 To learn more about our tools, take our free online course at https://learn.iterative.ai