Archived Sydney meetup · February session

Sydney Databricks Meetup: MLOps in practice

This community session has finished. Its record covers the development workflow, model-hosting choices, and Databricks platform topics published for the evening.

Archive status

The February meetup and Meetup registration have ended

The page names a February session but does not keep its calendar date. It does keep the evening times and speaker names.

Audience at the Sydney Databricks Meetup — The archive photo was reused across the original Sydney meetup listings.

Technical agenda

The session followed a model from development to operations

The topics reflect the Microsoft and Databricks tools available at the time.

Structure the development workflow

The talk considered how Azure Machine Learning could support training, deployment, and monitoring with Databricks.

Compare hosting choices

Kubernetes, standalone containers, and serverless options formed the published comparison set.

Improve the team handoff

The agenda covered the handoff between data scientists and machine-learning engineers.

Review the platform pillars

The closing presentation described the core pillars of the Databricks service offering at the time.

Published presenters

Two talks, followed by community questions

The page keeps the speakers named in the schedule. Their roles may have changed.

Rodney Joyce presented the MLOps and Databricks session.
Noble Raveendran, identified as a Databricks Solutions Architect, presented the service-offering pillars.
The final agenda item invited questions and ideas for later meetups.