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nmagee committed Aug 6, 2024
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Expand Up @@ -23,6 +23,15 @@ GitHub Actions is highly customizable and integrates seamlessly with other GitHu

> [**Learn More about GitHub Actions**](https://github.com/features/actions)
## Use Cases for Data Science

Data Scientists tend to build reusable scripts and components to be assembled in various pipelines. Such pipelines might ingest and clean data, or

Think of Actions as a programmable process to check for accuracy or errors, to build or stage software, to launch pipelines, etc. Actions may contain if/then logic, multiple simultaneous processes, they may reach out to external data sources, other git repositories, or APIs.

We suggest adopting Actions first with simple use cases and then building toward longer and more complex workflows.


## Credentials & Secrets

GitHub Actions often require credentials in order to do some of their work. Consider, for example, a container that is built by an Action that needs to be pushed to Docker Hub. This push requires credentials in order to authenticate to Docker Hub.
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