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Deployment of Machine Learning Models (with an example)

mirblog.net · published 25 April 2022

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https://onnxruntime.ai/docs/tutorials/
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https://flask.palletsprojects.com/en/2.1.x/
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https://www.digitalocean.com/community/tutorials/how-to-serve-flask-applications-with-gunicorn-and-nginx-on-ubuntu-18-04
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https://www.docker.com/
docker.com
https://hub.docker.com/_/python
hub.docker.com
https://github.com/saltudelft/type4py/blob/main/Dockerfile
github.com
https://kubernetes.io/
kubernetes.io
https://kubernetes.io/docs/concepts/workloads/controllers/deployment/
kubernetes.io
https://kubernetes.io/docs/concepts/services-networking/service/
kubernetes.io
https://kubernetes.io/docs/reference/kubectl/cheatsheet/
kubernetes.io
https://prometheus.io/
prometheus.io
https://github.com/rycus86/prometheus_flask_exporter
github.com
https://grafana.com/
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https://arxiv.org/pdf/2011.09926.pdf
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