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Download Fabric Tutorial Notebooks
Introduction
What is Microsoft Fabric
Setup Free Trial Account in Microsoft Fabric
Basic terms of Microsoft Fabric
WorkSpace Setup and Manage
Workspace Manage - Admin, Viewer,Member, Contributor
Workspace setting in Microsoft Fabric
Understanding of Lakehouse
What is One Lake?
What are Shortcuts?
What is Lineage in Microsoft Fabric?
Understand SQLEndPoint, VisualEditor and PowerBI
Data Warehousing in Microsoft Fabric
DataWarehouse in Microsoft Fabric
Data Processing with Apache Spark
Difference in DataLake and Delta Lake
Introduction of the Spark
Read CSV and write data in Delta Lake using PySpark
DataFrame and Schema
Managed Tables vs External Tables
Transformations in Dataframe in Spark Notebook
File system in Microsoft Fabric
Join DataFrames
Partition DataFrame in Lakehouse
Spark SQL API - DataFrame
Delta Table in Spark
Vacuum and Optimize of Dataframe
Schedule Notebook in Microsoft Fabric
Data Pipeline in Microsoft Fabric
Copy Activity - Copy files from Lakehouse to Lakehouse
Copy Activity - Copy files from Lakehouse to External location (ADLS Gen2)
Execute Spark Notebook using Data Factory - Parameterized
Send Success and Failure Emails using Outlook Activity
Dataflows in DataFactory
Real Time Streaming Analytics
Real Time Analytics
End - End Project using Microsoft Fabric
Architecture of the Project
Required resources Setup
Rest Api - Data Ingestion in Bronze layer
Historical load of the data in Bronze layer
Cleansing of the data in Silver layer
Data Modelling - Star Schema
Add Year Column in Silver Layer
Dimension Year
Dim Geography
Dim Provider
Dim Drugs
Fact Table
Create Semantic Model for PowerBI