Get started with Copilot in Microsoft Fabric for data engineering

Module
8 Units

Intermediate

Data Analyst

Data Engineer

Microsoft Fabric

Use Copilot in Microsoft Fabric to ingest and transform data, orchestrate pipeline activities, and generate and explain Spark code. Review generated changes and validate results.

Learning objectives

In this module, you learn how to:

Apply Copilot in Microsoft Fabric to assist with data ingestion, transformation, and exploration.
Prompt Copilot to generate dataflow transformations and pipeline activities, then verify their configuration.
Generate, refine, and explain data transformation logic and Spark code, then validate the results.
Use effective prompting strategies and best practices to improve quality, performance, and governance when using Copilot in Fabric.

Prerequisites

You should be familiar with data analytics and engineering concepts and terminology.

Introduction min
Use Copilot with Microsoft Fabric Dataflow Gen2 min
Exercise - Work smarter with Copilot in Microsoft Fabric Dataflow Gen2 min
Use Copilot with Microsoft Fabric data pipelines min
Use Copilot in Microsoft Fabric notebooks min
Exercise - Analyze data with Apache Spark and Copilot in Microsoft Fabric notebooks min
Module assessment min
Summary min

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