Cloud and AI Platform
Unify Your Data Platform
Intermediate
Microsoft FabricMicrosoft Fabric: Analytics
Microsoft Fabric is an all-in-one analytics solution for enterprises that covers everything from data movement to data science, and business intelligence. Attend this course to learn more about this comprehensive suite of services, including Data Engineering, Data Warehousing and Data Science, all in one place. Learn how to implement this easy-to-use product that is designed to simplify analytics needs of enterprises.
16 hours(Suggested: 4 days, 4h/day)TechnicalProject ReadyHands-on Labs
MS Course ID: 00011
Last Updated: Jan 19, 2026
Course Syllabus
1
Module 1: Get started with Data Engineering experiences using Microsoft Fabric
• Microsoft Fabric - The unified data platform for AI transformation
• Data Engineering in Microsoft Fabric
• Work with Lakehouse
• OneLake Shortcut Transformations
• Data integration and transformation with Data Factory in Microsoft Fabric
• Transform and enrich data seamlessly with AI functions
• Enhance data interaction with Fabric Data Agent
180 mins
Lecture
2
Hands on labs
• Use Case 1 - Create a Lakehouse, ingest sample data and build a report
• Use Case 2 - Perform Sentiment analysis and Text translation with AI functions in Microsoft Fabric
60 mins
Lab
3
Module 2: Data Engineering using Apache Spark, Delta Lakes and Notebooks
• Apache Spark in Microsoft Fabric
• Delta Lake tables optimization and V-Order
• Use Microsoft Fabric Notebooks
• Microsoft Fabric extension for Visual Studio Code
• API for Graph QL and User Data Functions in Microsoft Fabric
• Manage a Workspace with git
• Spark Administration settings and Resource Profile Configurations
180 mins
Lecture
4
Hands on labs
• Use Case 3 - Analyze data with Apache Spark
• Use Case 4 - A Data Factory solution for moving and transforming data with data flows and data pipelines
60 mins
Lab
5
Module 3: Implement Data Warehousing in Microsoft Fabric
• Data Warehousing in Microsoft Fabric
• Data Ingestion
• Dimensional modeling
• Monitor the Data Warehouse
• Management and Security
60 mins
Lecture
6
Module 4: Achieve Analytics value from Fabric Warehouse
• T-SQL Experiences to query the data in your Warehouse
• Warehouse snapshots
• Power BI semantic modeling
60 mins
Lecture
7
Module 5: Migrate to Data Warehouse in Microsoft Fabric
• Prepare for migration
• Extract a Data-tier Application (DAC) from an Azure Synapse dedicated SQL pool
• Migrate with the Fabric Migration Assistant
60 mins
Lecture
8
Hands on labs
• Use Case 5 - Build a Sales and Geography Data Warehouse for Contoso in Microsoft Fabric
• Use Case 6 - Real-Time Intelligence and Data Warehousing with AbboCost in Microsoft Fabric
60 mins
Lab
9
Module 6: Data Science in Microsoft Fabric
• Data Science in Microsoft Fabric
• Prepare Data
• Track models and experiments
• Train machine learning models
• Automated Machine Learning (AutoML)
• Model Scoring
• Deliver AI experiences with Microsoft Foundry
60 mins
Lecture
10
Hands on labs
• Use Case 7 - Train and track a model in Microsoft Fabric
• Use Case 8 - Implement a Data Science scenario in Microsoft Fabric
• Use Case 9 - Identify and extract text with Document Intelligence in Microsoft Fabric
• Use Case 10 - Chat with your data using Fabric Data Agent
60 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
- 16 hours
- Level
- Intermediate
- Role
- Technical
- Course Type
- Project Ready
- Partner Segment
- SMB, Enterprise
- Course Stage
- Available
- Hands-on Labs
- Yes