AU Meetup: Azure MLOps: Bring your DevOps to Machine Learning

This is our first in-person meeting in Australia for 2020!

Join us at the Microsoft reactor hub in Sydney CBD for the Australian half of the November Australia & New Zealand PowerShell User Group meeting.

The agenda is:

• 6:00 PM AEST - Start, casual chat/introductions, food.
• 6:30 PM AEST - Welcome & meeting intro.
• 6:35 PM AEST - Azure MLOps: Bring your DevOps to Machine Learning presented by Stefano Tempesta @stefanotempesta https://twitter.com/stefanotempesta

MLOps empowers data scientists and app developers to bring ML models to production.
This session presents how to use MLOps in Azure to track, version, audit, certify and re-use every asset in your ML lifecycle and streamline the use of each resource.
With practical examples on asset management and orchestration services for your ML model training and deployment workflows, you will learn about the Azure DevOps Machine Learning extension, best practices for data scientists to work in topic branches off master, when code is pushed to a Git repo, how to trigger a CI (continuous integration) pipeline, and how to provision ML workspaces, compute targets, datastores as infrastructure-as-code.

Photo by Element5 Digital on Unsplash (https://unsplash.com/photos/OyCl7Y4y0Bk)