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The impact of ongoing iran us war on energy giants in germany and possible outcomes for future
End-to-end MLOps pipeline forecasting German electricity prices via LightGBM & LSTM. Features automated Prefect orchestration, MLflow tracking, and a Kubernetes-deployed FastAPI serving layer with Prometheus/Grafana monitoring.
This repository contains the jupyter notebooks for the python code that was used in the implementation of the thesis "A Text-Mining Based Assessment of Business Fields within the German Energy Market". The raw data of the results has also been included along with the business model thesaurus and the stemmed business model thesaurus.
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