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Set Data and ML Pipeline with GitHub Actions – Rami Krispin, Apple

Session Outline

GitHub Actions is one of the main features of GitHub for CI/CD applications. In this presentation, we will review different deployment designs for data and machine learning pipelines using GitHub Actions and other tools, such as Python/R, Docker, and other open-source tools.

Key Takeaways

  • Understand GitHub Action’s capabilities and limitations
  • Review data and machine learning use cases
  • Review general pipelines deployment designs
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