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E2E CICD Pipeline

Built End2End CI/CD Pipeline using GitHub Actions, Docker, DockerHub, and hosted it to AWS EC2.

CICD Workflow Status :

build docker img continuous deployment

Workflow

Drawing

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.