Databricks Stuttgart User Group

** REGISTRATION via Databricks website NECESSARY**

The next Databricks User Group Stuttgart gathering is happening on May 15th and we are super proud to be a partner of this amazing community.

This event is the perfect place for peer exchange, practical use cases and meaningful connections.

Agenda

17:45 - 18:00: Warm welcome

18:00 - 18:35: Customer presentation “AI Visual Inspection: A story from competition to deployment”

• Speaker: Julian Ruepp, Bosch and Pascal Kilian
• The rapidly evolving field of machine learning offers an overwhelming variety of modeling options. To make the selection process less cumbersome, a structured approach is required. This talk will explore the journey from initial modeling competition to the deployment of a relevant ML solution. We begin by emphasizing the importance of setting clear objectives and establishing fixed competition datasets, which serve as the foundation for consistent model evaluation. By logging models in a shared space, we ensure that all models are accessible by a uniform evaluation method, facilitating fair comparisons. Collaborating with clients to develop evaluation soft metrics is crucial in determining which model is best suited for scaling. As we move towards production, the focus shifts to enhancing robustness through orchestrated workflows, while also considering cost efficiency and inference time. Join us as we delve into the journey from competition to a final model, ensuring not only technical performance but also meet the practical demands of deployment.

18:35 - 19:10: Customer presentation 2

19:10 - 21:00: Networking

** REGISTRATION via Databricks website NECESSARY**