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MLOPS with MLFLOW, MinIO (S3), MySQL and Docker

pip install -r requirements.txt
cd server
docker-compose -p mlops_docker -f ml-compose.yaml up --build

Optional

  • connect to database from PyCharm or any other application
os.environ["AWS_ACCESS_KEY_ID"] = ...
os.environ["AWS_SECRET_ACCESS_KEY"] = ...

mlflow.set_tracking_uri(...)