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Dockerize your ML Models Data Science Summit.pptx
This presentation discusses dockerizing machine learning models. It shows how an ML model in .pkl format can be served via an HTTP REST API using a WSGI HTTP server running in a container. The container also includes an HTTP server that connects to a database backend. A tunnel allows user requests to reach the container and interact with the ML model.
Dockerize your ML Models Data Science Summit.pptx
- 1. Dockerize your MachineLearning models Luis Beltrán luis@luisbeltran.mx Researcher, Tomas Bata University in Zlín www.dssconf.pl 03 grudnia 2021 PGE Narodowy + Online ORGANIZATORZY:
- 2. ML Model .pkl HTTP RESTAPI WSGI HTTP Server Container Container HTTP Server Database Backend Machine Learning Tunnel User request http://github.com/icebeam7
- 3. Thank you forwatching! Remember to leave your questions and rate the presentation in the screen below. www.dssconf.pl 03 grudnia 2021 PGE Narodowy + Online ORGANIZATORZY: