Duration - 8 hours
|
Level -
Last Updated Jun 2025
Target Audience
Suggested Certification
Hands on Labs
Course Code
Azure Databricks is a unified, open analytics platform designed to build, deploy, share, and maintain enterprise-grade data, analytics, and AI solutions at scale. This course provides a comprehensive exploration of data engineering and data warehousing with Azure Databricks, equipping you with the skills to process and manage large-scale data efficiently. You will learn the strategies of seamlessly integrating with Azure services, Microsoft Fabric, Power BI, and Azure OpenAI to enhance analytics capabilities. Additionally, it covers aspects of Azure Databricks administration, governance, and security.
Azure Databricks: A Data Intelligence Platform
Key Differences: Azure Databricks vs. Databricks
Decision guide: Azure Databricks vs. Microsoft Fabric
Seamless integration with Microsoft Azure services
Connect to Azure Data Lake Storage (ADLS) Gen2 and Blob Storage
Leverage Azure Databricks for Azure Cosmos DB Operations
Secret management with Azure Key Vault
Connect Azure Databricks to Azure Event Hubs
Data Intelligence with Azure Databricks and Microsoft Fabric
Connect Power BI to Azure Databricks
Integration with Azure Data Factory
Mirroring Azure Databricks Unity Catalog
End-to-End Streaming Pipeline with DLT in Azure Databricks
Real-Time Streaming with Azure Databricks and Azure Event Hubs
Mosaic AI and machine learning on Azure Databricks
Azure Databricks connector in Azure AI Foundry
Query Generative AI model serving endpoints
Databricks Assistant, AI/BI Genie and AI Functions on Azure Databricks
Chat with LLMs and prototype GenAI apps using AI Playground
Integrate Azure Databricks with Microsoft Purview
Integration of Azure Databrick Unity Catalog with Microsoft Purview
Setup and use Unity Catalog for Data Management in Azure Databricks
Responsible AI with Large Language Models using Azure Databricks and Azure OpenAI
Connect to and manage Azure Databricks in Microsoft Purview
