Implement a Lakehouse with Microsoft Fabric (DP-601T00)

 

Course 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.

Who should attend

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.

Prerequisites

You should be familiar with basic data concepts and terminology.

Course Content

Introduction to end-to-end analytics using Microsoft Fabric

  • Introduction
  • Explore end-to-end analytics with Microsoft Fabric
  • Explore data teams and Microsoft Fabric
  • Enable and use Microsoft Fabric
  • Module assessment
  • Summary

Get started with lakehouses in Microsoft Fabric

  • Introduction
  • Describe lakehouse features and capabilities
  • Ingest and transform data in a lakehouse
  • Query and analyze lakehouse data
  • Exercise - Create a Microsoft Fabric lakehouse
  • Module assessment
  • Summary

Use Apache Spark in Microsoft Fabric

  • Introduction
  • 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
  • Summary

Work with Delta Lake tables in Microsoft Fabric

  • Introduction
  • 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
  • Summary

Ingest Data with Dataflows Gen2 in Microsoft Fabric

  • Introduction
  • 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
  • Summary

Orchestrate processes and data movement with Microsoft Fabric

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

Organize a Fabric lakehouse using medallion architecture design

  • Introduction
  • Describe medallion architecture
  • Plan a medallion architecture in Fabric
  • Query and report on data in your Fabric lakehouse
  • Secure and govern your medallion lakehouse
  • Exercise - Organize your Fabric lakehouse using a medallion architecture
  • Module assessment
  • Summary

Prijs & Delivery methods

Online training

Duur
1 dag

Prijs
  • 695,– €
Beschikbare data
Vraag een datum aan
Klassikale training

Duur
1 dag

Prijs
  • Benelux: 695,– €

Beschikbare data

Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
Instructor-led Online Training:   Dit is een Instructor-Led Online (ILO) training: een online training verzorgd door een trainer. If you have any questions about our online courses, feel free to contact us via phone or Email anytime.
Dit is een FLEX-training: een training die zowel klassikaal als online gevolgd kan worden. Je kiest zelf de gewenste leervorm.

Engels

Tijdzone: Midden-Europese Zomertijd (MEZT)   ±1 uur

Online training Dit is een FLEX-training. Tijdzone: Midden-Europese Zomertijd (MEZT)
Online training Tijdzone: British Summer Time (BST) Taal: Engels
Online training Dit is een FLEX-training. Tijdzone: Midden-Europese Tijd (MET)
Online training Tijdzone: Greenwich Mean Time (GMT) Taal: Engels

6 uur tijdsverschil

Online training Tijdzone: Eastern Daylight Time (EDT) Taal: Engels
Online training Tijdzone: Eastern Daylight Time (EDT) Taal: Engels
Online training Tijdzone: Eastern Standard Time (EST) Taal: Engels
Online training Tijdzone: Eastern Standard Time (EST) Taal: Engels

7 uur tijdsverschil

Online training Tijdzone: Central Daylight Time (CDT) Taal: Engels
Online training Tijdzone: Central Daylight Time (CDT) Taal: Engels

9 uur tijdsverschil

Online training Tijdzone: Pacific Daylight Time (PDT) Taal: Engels
Online training Tijdzone: Pacific Daylight Time (PDT) Taal: Engels
Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
Dit is een FLEX-training: een training die zowel klassikaal als online gevolgd kan worden. Je kiest zelf de gewenste leervorm.

Nederland

 Utrecht Dit is een FLEX-training.   Tijdzone: Midden-Europese Zomertijd (MEZT) boek direct:
de online FLEX-training
de klassikale FLEX-training
Utrecht Dit is een FLEX-training.   Tijdzone: Midden-Europese Tijd (MET) boek direct:
de online FLEX-training
de klassikale FLEX-training