Implementing a Lakehouse with Microsoft Fabric (DP-601)
- Course Code M-DP601
- Duration 1 day
Course Delivery
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Course Delivery
This course is available in the following formats:
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Company Event
Event at company
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Public Classroom
Traditional Classroom Learning
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Virtual Learning
Learning that is virtual
Request this course in a different delivery format.
Course Overview
TopCourse Schedule
Top-
- Delivery Format: Virtual Learning
- Date: 08 July, 2024
- Location: Virtual
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- Delivery Format: Virtual Learning
- Date: 05 August, 2024
- Location: Virtual
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- Delivery Format: Virtual Learning
- Date: 09 September, 2024
- Location: Virtual
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- Delivery Format: Virtual Learning
- Date: 07 October, 2024
- Location: Virtual
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- Delivery Format: Virtual Learning
- Date: 04 November, 2024
- Location: Virtual
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- Delivery Format: Virtual Learning
- Date: 02 December, 2024
- Location: Virtual
Target Audience
TopCourse Objectives
TopStudents will learn,
- Introduction to end-to-end analytics using Microsoft Fabric
- Get started with lakehouses in Microsoft Fabric
- Use Apache Spark in Microsoft Fabric
- Work with Delta Lake tables in Microsoft Fabric
- Ingest Data with Dataflows Gen2 in Microsoft Fabric
- Use Data Factory pipelines in Microsoft Fabric
Course Content
TopModule 1: Introduction to end-to-end analytics using Microsoft Fabric
- Describe end-to-end analytics in Microsoft Fabric
Module 2: Get started with lakehouses in Microsoft Fabric
- Describe core features and capabilities of lakehouses in Microsoft Fabric
- Create a lakehouse
- Ingest data into files and tables in a lakehouse
- Query lakehouse tables with SQL
Module 3: Use Apache Spark in Microsoft Fabric
- Configure Spark in a Microsoft Fabric workspace
- Identify suitable scenarios for Spark notebooks and Spark jobs
- Use Spark dataframes to analyze and transform data
- Use Spark SQL to query data in tables and views
- Visualize data in a Spark notebook
Module 4: Work with Delta Lake tables in Microsoft Fabric
- Understand Delta Lake and delta tables in Microsoft Fabric
- Create and manage delta tables using Spark
- Use Spark to query and transform data in delta tables
- Use delta tables with Spark structured streaming
Module 5: Ingest Data with Dataflows Gen2 in Microsoft Fabric
- Describe Dataflow (Gen2) capabilities in Microsoft Fabric
- Create Dataflow (Gen2) solutions to ingest and transform data
- Include a Dataflow (Gen2) in a pipeline
Module 6: Use Data Factory pipelines in Microsoft Fabric
- Describe pipeline capabilities in Microsoft Fabric
- Use the Copy Data activity in a pipeline
- Create pipelines based on predefined templates
- Run and monitor pipelines
Course Prerequisites
Top- You should be familiar with basic data concepts and terminology.
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- M-DP601
- Implementing a Lakehouse with Microsoft Fabric (DP-601)
- Data
- M-DP601 | Implementing a Lakehouse with Microsoft Fabric (DP-601) | Training Course | Microsoft.
- Microsoft