Energy Price Prediction

Posted on 19 August 2023
Rating
0.0
Energy Price Prediction

This is an energy’s monthly price prediction software, currently using free energy / electricity data source of the United States for 77 electric areas

  1. Colorado
  2. Florida
  3. Idaho
  4. Minnesota
  5. South Atlantic
  6. South Carolina
  7. Utah, and
  8. West South Central
    etc.
  • Matplotlib, Keras, TensorFlow and Scikit-learn: LinearRegression, XGBoost and RandomForestRegressor
  • Amazon Web Services (AWS) and Kubernetes: YAML, minikube, kubectl and cert-manager, etc.
  • Version control: GITLAB / GITHUB, GitHub Actions, Docker: Docker Desktop and Dockerfile
  • CI / CD (continuous integration and continuous delivery/continuous deployment)
  • Jira / Agile and Confluence, Jupyter Notebook.

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