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- Introduction to Copilot in Microsoft Fabric.
In this module, you learn 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.
- Get Started with Copilot in Microsoft Fabric for data engineering.
In this module, you learn how to:
- 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.
- Get started with Copilot in Microsoft Fabric for Data Warehouse
In this module, you learn how to:
- 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.
- Copilot in Power BI allows you to interact with your data using natural language to gain insights. Copilot also increases productivity when create reports using Power BI.
By the end of this module, you'll understand how to:
- Use Copilot in Power BI during report development.
- Prepare semantic models for use with AI.
- Interact with data using natural language in Copilot Chat.
- Implement Microsoft Fabric Data Agents (chat with your data)
In this module, you learn how to:
- 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 Microsoft Foundry, Power BI, and custom apps.
- Apply governance, permission, and prompting best practices that improve reliability and safeguard data.
- Manage to Copilot in Microsoft Fabric.
In this module, you learn how to:
- 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.
