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Work smarter with Copilot in Microsoft Fabric
Duration
1
Course
MOC-DP-3029
Available Formats
Classroom Training, Online Training
Course Description
Overview
This course explores how to work smarter with Copilot in Microsoft Fabric. Learn how to integrate, transform, store data, and create insightful reports using Copilot in Microsoft Fabric.Objectives
After completing this learning path, students will be able to:
- Describe the role of Copilot in accelerating end-to-end analytics workflows in Microsoft Fabric.
- Identify high-value productivity scenarios across data integration, engineering, warehousing, BI, real-time intelligence, SQL, and data agents.
- Explain how natural language and AI-assisted features reduce complexity, improve quality, and foster collaboration.
- Recognize prerequisites, licensing, and governance considerations for enabling Copilot responsibly.
- Apply Copilot across Microsoft Fabric to accelerate end-to-end data engineering tasks from ingestion to transformation and exploration.
- Prompt Copilot to create and configure dataflows and pipelines with natural language instead of manual UI steps.
- Generate, refine, and explain data transformation logic and Spark code safely and efficiently.
- Use effective prompting strategies and best practices to improve quality, performance, and governance when using Copilot in Fabric.
- Apply Copilot across Fabric Data Warehouse experiences to accelerate querying, authoring, and troubleshooting.
- Generate, refine, explain, and fix T-SQL using chat, inline code completions, and quick actions.
- Incorporate effective prompting, naming, and schema design practices that improve Copilot accuracy.
- Use Copilot capabilities responsibly to enhance productivity while maintaining data quality and governance.
- Use Copilot in Power BI during report development.
- Prepare semantic models for use with AI.
- Interact with data using natural language in Copilot Chat.
- Design and configure Fabric data agents that enable secure conversational access to enterprise data.
- Curate and optimize data sources, instructions, and example queries for accurate and relevant responses.
- Publish, operationalize, and integrate Fabric data agents with downstream experiences like Azure AI Foundry, Power BI, and custom apps.
- Apply governance, permission, and prompting best practices that improve reliability and safeguard data.
- Explain the core architecture and governance model of Copilot in Microsoft Fabric.
- Enable and configure Copilot tenant and capacity settings aligned with regional, security, and compliance requirements.
- Monitor and interpret Copilot capacity consumption using metrics and token-based costing to inform optimization.
- Plan scalable rollout strategies (controlled access, capacity designation, isolation) that balance performance and cost.
Audience
This course is for data analysts and data engineers who are familiar with basic data concepts and terminology. Learners taking this course should already have a basic understanding of Microsoft Fabric and Power BI.
Prerequisites
-
You should be familiar with basic data concepts and terminology, including data engineering, modeling, and analysis.
Topics
Introduction to Copilot in Microsoft Fabric
- Introduction
- Understand Copilot for Microsoft Fabric Data Factory
- Understand Copilot for Data Engineering and Data Science
- Understand Copilot for Data Warehouse
- Understand Copilot in Power BI
- Understand Copilot for Real-Time Intelligence
- Understand Copilot for SQL Database Workload
- Understand Microsoft Fabric data agents
- Module assessment
- Introduction
- Use Copilot with Microsoft Fabric Dataflow Gen2
- Exercise - Work smarter with Copilot in Microsoft Fabric Dataflow Gen2
- Use Copilot with Microsoft Fabric data pipelines
- Use Copilot in Microsoft Fabric notebooks
- Exercise - Analyze data with Apache Spark and Copilot in Microsoft Fabric notebooks
- Module assessment
- Introduction
- Use Copilot code completion in Microsoft Fabric's Data Warehouse
- Use Copilot chat in Microsoft Fabric's Data Warehouse
- Use Copilot quick actions in Microsoft Fabric's Data Warehouse
- Review best practices using Copilot in Microsoft Fabric's Data Warehouse
- Exercise - Use Copilot in Microsoft Fabric data warehouse
- Module assessment
- Introduction
- Use Copilot in Power BI to prepare and model data
- Create reports with Copilot in Power BI
- Get your data ready for AI usage in Power BI
- Module assessment
- Introduction
- Understand Microsoft Fabric data agent capabilities
- Implement an end-to-end Microsoft Fabric data agent
- Integrate Microsoft Fabric data agents with Azure AI Foundry
- Use Microsoft Fabric data agents within Power BI
- Exercise - Chat with your data using Microsoft Fabric data agents
- Module assessment
- Introduction
- How Copilot in Microsoft Fabric works
- Enable Copilot in Microsoft Fabric
- Understand Copilot in Microsoft Fabric consumption
- Scale Copilot in Microsoft Fabric
- Module assessment
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Self-Paced Training Info
Learn at your own pace with anytime, anywhere training
- Same in-demand topics as instructor-led public and private classes.
- Standalone learning or supplemental reinforcement.
- e-Learning content varies by course and technology.
- View the Self-Paced version of this outline and what is included in the SPVC course.
- Learn more about e-Learning
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Please take a moment to fill out this form. We will get back to you as soon as possible.
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