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code-deploy

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The Text Classification using MLOps project delivers a production-ready MLOps pipeline with MLflow for experiment tracking, DVC for data versioning on Amazon S3, and CI/CD automation via GitHub Actions. It features AWS Auto Scaling Groups, Load Balancers, and Launch Templates for scalable and resilient deployments.

  • Updated Nov 22, 2024
  • Jupyter Notebook

A sample docker app built with node.js that read weather data and the app is deployed in Elastic container services. The source code is hosted in code commit with code pipeline setup to initiate continuous deployment to Elastic Container Service whenever changes are made to the source code in code commit repository. The sample docker app read we…

  • Updated Aug 17, 2021
  • JavaScript

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