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Thursday Oct. 15, 2020, 5:30 p.m.–Oct. 15, 2020, 5:45 p.m. in JupyterCon Sponsor Talks

Building Continuous Integration Pipeline With Jupyter Notebooks on GCP

Viacheslav Kovalevskyi

Audience level:

Brief Summary

It is a common belief that Jupyter Notebooks and production are non compatible. This leads to a several consequence: * Almost no models see light of prod * Even for the most valuable models it takes weeks and weeks to deliver even simpler model to the prod We do believe that this can be drastically improved by providing a way of using Notebooks directly in the production


What you will learn: * How to make your Notebooks self-contained * How to build CI system around self contained notebooks * How to improve collaboration between teams with self-contained notebooks * How to deploy artifacts produce by self contained notebooks to the prod automatically What we expect from you: * You should know what notebooks are * You should have some experience in working with Notebooks and deploying to the production environment