readme: consolidate intro

This commit is contained in:
dberenbaum
2022-06-17 10:22:42 +02:00
committed by David de la Iglesia Castro
parent 830c116b4e
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**Data Version Control** or **DVC** helps you develop reproducible machine
learning projects:
#. Version your data and models.
#. **Version** your data and models. Store them in your cloud storage but keep
their version info in your Git repo.
#. Connect them to your code and parameters to form a pipeline.
#. **Iterate** fast with lightweight pipelines. When you make changes, only run
the steps impacted by those changes.
#. Modify data, code, or parameters and run your modified pipeline.
#. **Track** experiments in your local Git repo (no servers needed).
#. Iterate and track each experiment from the command line or `VS Code
#. **Compare** any data, code, parameters, metrics, or plots from the command
line or in `VS Code
<https://marketplace.visualstudio.com/items?itemName=Iterative.dvc>`_.
#. Share, compare, and reconstruct experiments.
**Why DVC?**
#. **Store** data and models (big) in your cloud storage, but keep their version
info (small) in your Git repo.
#. **Iterate** fast with straightforward YAML pipelines. When you make changes,
only run the steps impacted by those changes.
#. **Track** experiments in your local Git repo (no servers needed) and `VS Code
<https://marketplace.visualstudio.com/items?itemName=Iterative.dvc>`_.
Choose which to keep and share.
#. **Compare** any data, code, parameters, metrics, or plots and analyze however
you want.
#. **Reconstruct** anyone's experiment with a single command.
#. **Share** experiments and automatically reproduce anyone's experiment.
.. contents:: **Contents**
:backlinks: none