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Implement a Lakehouse with Microsoft Fabric

This course is designed to build your foundational skills in data engineering on Microsoft Fabric, focusing on the Lakehouse concept. This course will explore the powerful capabilities of Apache...

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$675 USD
Duration 1 day
Course Code DP-601T00
Available Formats Classroom

Overview

This course is designed to build your foundational skills in data engineering on Microsoft Fabric, focusing on the Lakehouse concept. This course will explore the powerful capabilities of Apache Spark for distributed data processing and the essential techniques for efficient data management, versioning, and reliability by working with Delta Lake tables. This course will also explore data ingestion and orchestration using Dataflows Gen2 and Data Factory pipelines. This course includes a combination of lectures and hands-on exercises that will prepare you to work with Lakehouses in Microsoft Fabric.

Audience Profile

The primary audience for this course is data professionals who are familiar with data modeling, extraction, and analytics. It is designed for professionals who are interested in gaining knowledge about Lakehouse architecture, the Microsoft Fabric platform, and how to enable end-to-end analytics using these technologies.

Course Details

Outline

  • Introduction to end-to-end analytics using Microsoft Fabric
    • Explore end-to-end analytics with Microsoft Fabric
    • Explore data teams and Microsoft Fabric
    • Enable and use Microsoft Fabric
    • Module assessment
  • 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 a Microsoft Fabric lakehouse
    • Module assessment
  • 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
    • Module assessment
  • Work with Delta Lake tables in Microsoft Fabric
    • Understand Delta Lake
    • Create delta tables
    • Optimize delta tables
    • Work with delta tables in Spark
    • Use delta tables with streaming data
    • Exercise - Use delta tables in Apache Spark
    • Module assessment
  • 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
    • Module assessment
  • Orchestrate processes and data movement with Microsoft Fabric
    • Understand pipelines
    • Use the Copy Data activity
    • Use pipeline templates
    • Run and monitor pipelines
    • Exercise - Ingest data with a pipeline
    • Module assessment
  • 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
    • Module assessment

Schedule

FAQ

How do I get a Microsoft exam voucher?

Pearson Vue Exam vouchers can be requested and ordered with your course purchase or can be ordered separately by clicking here.

  • Vouchers are non-refundable and non-returnable. Vouchers expire 12 months from the date they are issued unless otherwise specified in the terms and conditions.
  • Voucher expiration dates cannot be extended. The exam must be taken by the expiration date printed on the voucher.

Do Microsoft courses come with post lab access?

Most Microsoft official courses will include post-lab access ranging from 30 to 180 calendar days after instructor led course delivery. A lab training key in class will be provided that can be leveraged to continue connecting to a remote lab environment for the individual course attendee.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour-long after 3-3.5 hours of the class day.

What languages are used to deliver training?

Microsoft courses are conducted in English unless otherwise specified.

Reviews

Overall ExitCertified is a great training provider and the remote learning is as effective as in person.

The instructor really took his time and made sure I was able to understand the concepts.

Easy to work with. Learning material pdfs were able to be printed out in color which was very nice to write on.

the course is good, covers many aspects, wish the lab is a little bit more in depth

Labs and the study materials provided for Architecting on AWS course are very easy to understand and explains all the topics required to pass the Associate certification.