Cloud and AI Platform
Unify Your Data Platform
Intermediate
Azure DatabricksModern data platform with Azure Databricks
Azure Databricks is a unified analytics platform for building and managing scalable data, analytics, and AI solutions. This course offers a comprehensive exploration of data engineering and data warehousing with Azure Databricks. You ll also learn strategies for migrating workloads and integrating with Azure services, Microsoft Fabric, Power BI, and Azure AI Foundry. Additionally, the course covers administration, governance, and security aspects of Azure Databricks
12 hours(Suggested: 3 days, 4h/day)TechnicalProject ReadyHands-on Labs
MS Course ID: 00018
Last Updated: Nov 27, 2025
Course Syllabus
1
Module 1: Introduction to Azure Databricks
• Azure Databricks: A Data Intelligent Platform
• Why Azure Databricks
• Decision guide: Azure Databricks vs. Microsoft Fabric
90 mins
Lecture
2
Module 2: Migration to Azure Databricks
• Microsoft Cloud Adoption Framework for Azure
• Migration strategies
• Data landing zones
• Migration scenarios
90 mins
Lecture
3
Hands-on Lab
• End-to-End Streaming Pipeline with Lakeflow Declarative Pipelines in Azure Databricks
60 mins
Lab
4
Module 3: Integration with Azure
• Seamless integration with Microsoft Azure services
• Connect to Azure Data Lake Storage (ADLS) Gen2 and Blob Storage
• Leverage Azure Databricks for Azure CosmosDB Operations
• Secret management with Azure Key Vault
• Connect Azure Databricks to Azure EventHubs
90 mins
Lecture
5
Module 4: Integration with Microsoft Fabric and Power BI
• Data Intelligence with Azure Databricks and Microsoft Fabric
• Connect Power BI to Azure Databricks
• Integration with Azure Data Factory
• Mirroring Azure Databricks Unity Catalog
90 mins
Lecture
6
Interactive Simulated Lab Experience
• Setup and use Unity Catalog for Data Management in Azure Databricks
• Real-Time Streaming with Azure Databricks and Azure Event Hubs
60 mins
Lab
7
Module 5: Integration with Microsoft Foundry
• Azure Databricks connector in Microsoft Foundry
• Mosaic AI and machine learning on Azure Databricks
• 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
• Build and optimize agents on your data with Agent Bricks
60 mins
Lecture
8
Module 6: Security and Governance
• Integrate Azure Databricks with Microsoft Purview
• Integration of Azure Databricks Unity Catalog with Microsoft Purview
60 mins
Lecture
9
Module 7: Well-architected for Azure Databricks
• Lakehouse implementation: Principles and best practices
• Azure Databricks well-architected framework
60 mins
Lecture
10
Hands-on Lab
• Responsible AI with Large Language Models using Azure Databricks and Azure OpenAI
30 mins
Lab
11
Interactive Simulated Lab Experience
• Connect to and manage Azure Databricks in Microsoft Purview
30 mins
Lab
What You'll Learn
Understand core concepts and best practices
Hands-on experience with real-world scenarios
Learn from certified Microsoft experts
Prepare for relevant certifications
Access to lab environments
Post-training support and resources
Course Details
- Duration
- 12 hours
- Level
- Intermediate
- Role
- Technical
- Course Type
- Project Ready
- Partner Segment
- SMB, Enterprise
- Course Stage
- Available
- Hands-on Labs
- Yes