MLOPS GitHub Action With CICD Pipeline and Track ML models

GitHub Actions is a continuous integration and continuous delivery (CI/CD) platform that allows you to automate your build, test, and deployment pipeline.

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You can create workflows that build and test every pull request to your repository, or deploy merged pull requests to production.

GitHub Actions goes beyond just DevOps and lets you run workflows when other events happen in your repository. For example, you can run a workflow to automatically add the appropriate labels whenever someone creates a new issue in your repository.

GitHub provides Linux, Windows, and macOS virtual machines to run your workflows, or you can host your own self-hosted runners in your own data center or cloud infrastructure.

Timestamp:
00:00:00 Introduction
00:00:58 What is GitHub action and ci cd pipeline
00:10:51 What is Developer Workflow With Examples
00:18:42 Unit Testing Workflow Implementation

#mlops #githubactions #cicd #cicdpipeline #cloudguru