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May 3, 2023
Modern Infrastructure & Security for Databricks
Welcome to “MLOps in Databricks” – a hands-on training workshop designed to demonstrate the benefits of using Databricks for end-to-end machine learning operations.
Welcome to “Modern Infrastructure & Security for Databricks” – a training workshop designed to demonstrate best practices for configuring your cloud environment for the Databricks Lakehouse.
In this workshop, learn how to manage your deployments through infrastructure-as-code using Terraform, integrate with your enterprise IAM tools, and set policies to set your organization up for success.
We’ll demonstrate how to build a Databricks workspace, complete with a storage account and supporting cloud services. The automated build sequence will ensure the following details are set according to best-practice guidelines:
In the workshop we will show you how to:
- Resource group naming
- Storage account (ADLS Gen2) settings for the data lake house
- Databricks Premium workspace creation
- Metastore & Unity catalog setup with credentials
- Admin groups setup for metastore, workspace and account administration.
- Understand the role of the Databricks Account admin console & the workspace admin functions.
- Understand the role of user-directory synchronization for user login to Databricks.
We will discuss the benefits of using an infrastructure-as-code approach in your organization and how DevOps teams can extend this functionality with data pipeline CI/CD management patterns for even greater efficiency and control.
Don't miss this opportunity!
Explore the benefits of modern infrastructure for Databricks.
Take your cloud engineering skills to the next level!
