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  • KI: DP-601: Implementing a Lakehouse with Microsoft Fabric

KI: DP-601: Implementing a Lakehouse with Microsoft Fabric

This course introduces the foundational components of implementing a data lakehouse with Microsoft Fabric.

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VIKTIG INFO OM KI-SKOLEN

  • Kurset kan kun bestilles av personer ansatt i offentlig sektor
  • Bestilling må gjøres med jobb-epost for å bli godkjent


At a glance

Level: Intermediate
Product: Microsoft Fabric
Audience/Role: Data Engineer, Data Analyst
Subject: Data management, Data analytics, Data engineering

Prerequisites

You should be familiar with basic data concepts and terminology.

Course content


Introduction to end-to-end analytics using Microsoft Fabric

  • Explore end-to-end analytics with Microsoft Fabric
  • Data teams and Microsoft Fabric
  • Enable and use Microsoft Fabric

Get started with lakehouses in Microsoft Fabric

  • Explore the Microsoft Fabric Lakehouse
  • Work with Microsoft Fabric Lakehouses
  • Explore and transform data in a lakehouse
  • Exercise - Create and ingest data with a Microsoft Fabric Lakehouse

Use Apache Spark in Microsoft Fabric

  • Prepare to use Apache Spark
  • Run Spark code
  • Work with data in a Spark dataframe
  • Work with data using Spark SQL
  • Visualize data in a Spark notebook
  • Exercise - Analyze data with Apache Spark

Work with Delta Lake tables in Microsoft Fabric

  • Understand Delta Lake
  • Create delta tables
  • Work with delta tables in Spark
  • Use delta tables with streaming data
  • Exercise - Use delta tables in Apache Spark

Ingest Data with Dataflows Gen2 in Microsoft Fabric

  • Understand Dataflows Gen2 in Microsoft Fabric
  • Explore Dataflows Gen2 in Microsoft Fabric
  • Integrate Dataflows Gen2 and Pipelines in Microsoft Fabric
  • Exercise - Create and use a Dataflow Gen2 in Microsoft Fabric

Use Data Factory pipelines in Microsoft Fabric

  • Understand pipelines
  • Use the Copy Data activity
  • Use pipeline templates
  • Run and monitor pipelines
  • Exercise - Ingest data with a pipeline

Organize a Fabric lakehouse using medallion architecture design

  • Describe medallion architecture
  • Implement a medallion architecture in Fabric
  • Query and report on data in your Fabric lakehouse
  • Considerations for managing your lakehouse
  • Exercise - Organize your Fabric lakehouse using a medallion architecture

Prepare for your Applied Skills credential 

This one-day, instructor-led training is recommended as preparation for the assessment Implement a lakehouse in Microsoft Fabric

Microsoft Applied Skills is a new scenario-based credential that proves your proficiency in skill sets specific to critical business problems, so you can make a bigger impact on your projects, your organization, and your career.

 

Not employed in the public sector? 

We also offer this course as an open course. 
Read more and register now by clicking the link below: 

DP-601: Implementing a Lakehouse with Microsoft Fabric - open course