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spotify-hybrid-recommendation

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AbhaySingh71 / Spotify-Hybrid-Recommender-System-MLOPS

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Spotify-Hybrid-Recommender-System-MLOps combines collaborative and content-based filtering to deliver personalized music recommendations. Built with Streamlit and deployed using Docker, AWS EC2, Amazon ECR, CI/CD pipelines, and Blue-Green Deployment, it shows end-to-end MLOps practices, scalability, reproducibility, and production-ready ML systems.

nlp docker machine-learning aws-s3 eda ci-cd datascience aws-ecs aws-codedeploy blue-green-deployment hybrid-recommender-system dvc mlops dask-ml streamlit spotify-hybrid-recommendation
  • Updated Mar 26, 2026
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