Implementing a Lakehouse with Microsoft Fabric

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Training DP-601T00

Implementing a Lakehouse with Microsoft Fabric

Rozwiązania IT Microsoft

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Price of training from PLN 1,080 ^net

Lowest price in the last 30 days: PLN 780 ^net

Language: polish

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Czas trwania 5h dydaktycznych

Opis szkolenia

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

Prerequisites

You should be familiar with basic data concepts and terminology.

Modules in this course

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
Organize a Fabric lakehouse using medallion architecture design

Zakres

Introduction to end-to-end analytics using Microsoft Fabric
- Introduction
- 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
- Connect to data sources and ingest data
- 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 architecture4
- Knowledge check
- Summary

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