Last Updated Oct 2025
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.
Target Audience - Project Ready
Suggested Certification - No
Hands on Labs - Yes
ESI course code -
Duration - 16 hours
Level - Intermediate
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
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
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 GraphQL and User Data Functions in Microsoft Fabric
Manage a Workspace with git
Spark Administration settings and Resource Profile Configurations
Use Case 3 - Analyze data with Apache Spark
Use Case 4 - A Data Factory solution for moving and transforming data with dataflows and data pipelines
Data Warehousing in Microsoft Fabric
Data Ingestion
Dimensional modeling
Monitor the Data Warehouse
Management and Security
T-SQL Experiences to query the data in your Warehouse
Warehouse snapshots
Power BI semantic modeling
Prepare for migration
Extract a Data-tier Application (DAC) from an Azure Synapse dedicated SQL pool
Migrate with the Fabric Migration Assistant
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
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 Azure AI Foundry
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
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Syllabus