reproducible-workflow

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End-to-end MNIST pipeline: CNN training, Dockerized Flask API, front-end uploads, and PostgreSQL logging.

python docker flask machine-learning front-end base64 rest deep-learning docker-compose rest-api postgresql image-processing cnn mnist reproducible-workflow

Python mini-projects, exercises, and interactive apps, plus reproducible R data analysis projects with visualization, stats, and modular workflows.

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