CANCELED: Manage personal compute resources in Azure ML & Charlie and the Data Factory (IN-PERSON @ DataSense, Hasselt)

Managing personal compute resources in Azure Machine Learning centrally

Speaker: Daan Roosen

In this presentation, we will address the challenge of centrally managing personal compute resources in Azure Machine Learning, where each user works on a dedicated virtual machine (VM) that requires individual configuration and maintenance. We’ll explore effective strategies for automating the setup and ongoing management of these compute instances to ensure they are equipped with necessary dependencies and security patches. By centralizing these efforts, we aim to streamline processes, maintain consistency across all development environments, and enhance overall efficiency and security within the Azure Machine Learning platform.

Charlie and the Data Factory: A Magical Journey from Single to Multi-Environment with ADF and SQL Server

Speaker: Wouter Pardon

In our data orchestration journey, our goal is to transition smoothly from a single development environment to an automated multi-environment approach using Azure Data Factory and SQL Server. Drawing inspiration from Willy Wonka’s skillful touch, we focus on ensuring efficient development and a smooth transition from development to production. Similar to the subtle magic of Golden Tickets, our aim is to create a flexible landscape that prioritizes adaptability and scalability in the field of data architecture.

Speakers