MLOPS Github Action With CICD Pipeline One Shot Tutorial
GitHub Actions is a continuous integration and continuous delivery (CI/CD) platform that allows you to automate your build, test, and deployment pipeline. 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. github: https://github.com/krishnaik06/appgit... Timestamp: 00:00:00 Introduction 00:00:58 What is github action and ci cd pipeline 00:25:51 What is Developer Workflow With Examples 00:45:42 Unit Testing Workflow Implementation ------------------------------------------------------------------------------------------ Check out My Udemy Courses Mathematics-Basics to Advanced for Data Science And GenAI: https://www.udemy.com/course/mathemat... Complete Data Analyst Bootcamp From Basics To Advanced : https://www.udemy.com/course/complete... Complete Machine Learning,NLP Bootcamp MLOPS & Deployment: https://www.udemy.com/course/complete... Complete Generative AI Course With Langchain and Huggingface: https://www.udemy.com/course/complete... Building Gen AI App 12+ Hands-on Projects with Gemini Pro https://www.udemy.com/course/building...
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