Implementing Analytics Solutions Using Microsoft Fabric

Introduction

• Implementing a Lakehouse with Microsoft Fabric

Ingest Data

• Create a Dataflow (Gen2) in Microsoft Fabric

• Ingest data with Spark and Microsoft Fabric notebooks

• Ingest data with a pipeline in Microsoft Fabric

Implement a Lakehouse with Microsoft Fabric

• Create a Lakehouse

• Analyze data with Apache Spark

• Use delta tables in Apache Spark

• Create a medallion architecture in a Microsoft Fabric lakehouse

Work with data warehouses using Microsoft Fabric

• Load data into a warehouse

• Query a data warehouse in Microsoft Fabric

• Monitor a data warehouse in Microsoft Fabric

Work with semantic models in Microsoft Fabric

• Create Star schema model

• Exercise: Work with model relationships - Training | Microsoft Learn

Extra

• Use client tools to query a warehouse - Training | Microsoft Learn (SSMS)

Microsoft Fabric Labs - mslearn-fabric (microsoftlearning.github.io)

Fabric Notes - Fabric Notes - Simple drawings illustrating the main concepts of Microsoft Fabric