end-to-end-ml-project

Here are 3 public repositories matching this topic...

osvaldomx / ciencia-pokemon

Implementación de un ciclo de vida MLOps completo: un clasificador de ML servido con FastAPI, Docker, DVC y CI/CD con GitHub Actions.

python docker data-science machine-learning pokemon rest-api scikit-learn project-template ci-cd pytest dvc mlops mlflow github-actions fastapi end-to-end-ml-project

Updated Aug 20, 2025
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GoJo-Rika / Student-Performance-Prediction-System

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An end-to-end MLOps project demonstrating a modular machine learning pipeline for predicting student performance, featuring a Flask web interface and deployment on AWS.

python flask data-science machine-learning scikit-learn pandas data-visualization flask-application predictive-modeling aws-elastic-beanstalk data-pipeline catboost mlops regression-model ml-pipelines student-performance aws-deployment end-to-end-ml-project

Updated Aug 13, 2025
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GoJo-Rika / Text-Summarizer-Using-HuggingFace-Transformers

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An end-to-end MLOps project for text summarization using the HuggingFace Pegasus model. Includes a full training pipeline, evaluation, and a FastAPI for deployment.

python nlp docker machine-learning deep-learning transformers pytorch text-summarization mlops fastapi ml-pipeline huggingface pegasus-model rouge-score end-to-end-ml-project

Updated Aug 13, 2025
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