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Built e2e ci/cd pipeline with GitHub Actions, Docker, and hosted to Cloud [Render]

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ronylpatil/cicd

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E2E CICD Pipeline

Built End2End CI/CD Pipeline using GitHub Actions, Docker, Docker Hub, and hosted it to Cloud-Render

CI Pipeline

Deployment Pipeline

Workflow

Drawing

Blogs

Installation

  1. Clone the repository.
  2. Install dependencies using pip install -r requirements.txt

Folder Structure

  • /src: Contains the source code.
  • /data: Stores raw and processed data.
  • /.github: Contain the ci/cd workflow file.
  • /figures: Contains the plots generated during model experimentations.
  • /log: Store the log files.
  • /prod: Production files.

Dataset

  • Download the dataset from here.