powertools-data

Implementing a Data Lakehouse with Microsoft Fabric

Fabric Intro (Introduction to end-to-end analytics using Microsoft Fabric)

• Introduction: https://aka.ms/fabric-intro
• Fabric Resources - https://learn.microsoft.com/en-ca/collections/d1epcy18no5gx7?sharingId=FAB25DD50944F75A&ocid=cmmglk3kdes

Lakehouse in Fabric (Get started with lakehouses in Microsoft Fabric)

• Introduction: https://aka.ms/fabric-lakehouse

Use Apache Spark in Microsoft Fabric - https://aka.ms/fabric-spark

• Prepare Using Apache Spark

Work with Delta Lake tables in Microsoft Fabric - https://aka.ms/fabric-delta

• Understanding Delta Lake
• Create Delta Table
• Managed vs External tables
• Using with Streaming Data

Ingest data with Dataflow Gen2 in Microsoft Fabric - https://aka.ms/fabric-dataflow

• Understanding Dataflows
• Dataflow benefit and limitations
• Explore Dataflow
• Integrate Dataflow

Use Azure Data Factory pipelines in Microsoft Fabric - https://aka.ms/fabric-pipeline

• Objective
• Pipelines in Microsoft Fabric
• Copy Data
• Pipeline Templates
• Run and Monitor Pipelines