> For the complete documentation index, see [llms.txt](https://lwang010.gitbook.io/longw/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://lwang010.gitbook.io/longw/mlops/chap-6.-team-infra/intro/data-version-control.md).

# Data version control

Update:&#x20;

* some conflict issue met with DVC. still using the manual version control.&#x20;

\----&#x20;

DVC version control and daliy log

It is really a bad practice to run all experiments based on the Jupyter, since we need to modify many parameters and model file frequently.&#x20;

Different from applying version control on software development, DVC version control are more practial for the machine learning related project.

Questions:

1\. what's DVC?

2\. how to install DVC?

3\. how to use DVC?

4\. what's the good practice here?


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