Notebook to App

The workshop will be an in-depth tutorial on bringing code from notebooks to self contained environments. It will cover different options for python environments with a primary focus on containerized development. Topics that will be covered:

Concepts:

• Virtual environments

• Virtual machines

• Containers

• Microservices/APIs

Workshop:

• Code optimization

• Frontend container

• Backend container

• Model serving