Microsoft Fabric - Data Engineering & Analytics Professional
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Getting Started

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Get started with Microsoft Fabric

Introduction to end-to-end analytics using Microsoft Fabric
Understand data warehouse fundamentals
Understand data warehouses in Fabric
Data teams and Microsoft Fabric
Enable Microsoft Fabric
Fabric Lakehouse
OneLake
Data Factory
Data Flow – Gen 2
Understand Data pipelines
Real-Time Intelligence in Microsoft Fabric
Lab Exercise- Explore Real-Time Intelligence in Fabric
Power BI Workspace Administration– Modelling, Visualization & reporting
Data Activator – Real-time insights and automation
Fabric Monitor hub
Data Governance in Fabric with Purview Compliance Manager
Ingest Data with Microsoft Fabric

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
Orchestrate Process and data movement
Understand pipelines
Use the Copy Data activity
Use pipeline templates
Run and monitor pipelines
Implement a Data Warehouse with Microsoft Fabric

Get Started with data warehouses in Microsoft Fabric
Prepare data for analysis and reporting
Secure a Microsoft Fabric Data warehouse
Monitor a Microsoft Fabric Datawarehouse
Load data into Microsoft Fabric
Query a data warehouse
Explore data load strategies
Use data pipelines to load a warehouse
Load and transform data with Dataflow Gen2
Implement a Lakehouse with Microsoft Fabric

Get Started with Lakehouses in Microsoft Fabric
Explore end to end analytics with Microsoft Fabric
Work with Delta Lake tables in Microsoft Fabric
Explore and transform data in a lakehouse
Organize a Fabric lakehouse using Medallion Architecture
Lab Exercise - Organize your Fabric lakehouse using a medallion architecture
Describe Medallion Architecture
Implement a Medallion Architecture in Fabric
Considerations for managing your lakehouse
Work with Semantic Models in Microsoft Fabric

Add measures to Power BI Desktop models
Create simple measures
Create compound measures
Create quick measures
Compare calculated columns with measures
Design scalable semantic models
Lab Exercise - Design a scalable semantic model
Choose the best storage mode
Configure semantic models for large data
Work with relationships
Write DAX for readability with complex calculations
Lab Exercise - Create DAX Calculations in Power BI Desktop
Create dynamic calculation elements
Optimize a model for performance in Power BI
Use variables to improve performance and troubleshooting
Reduce cardinality
Optimize DirectQuery models with table-level storage
Create and manage aggregations
Create and manage Power BI assets
Create reusable Power BI assets
Manage development lifecycle for Power BI assets
Use lineage view and endorse data assets
Manage a Power BI semantic model using XMLA endpoint
Enforce Power BI model security
Lab Exercise: Enforce model security
Restrict access to Power BI model data
Restrict access to Power BI model objects
Apply good modeling practices
Work with Power BI Workspace and Co-Pilot
Manage Power BI workspaces
Collaborate using Power BI shared datasets
Enhancing Reports with Copilot
Implement Real-Time Intelligence with Microsoft Fabric

Get Started with Real - Time Intelligence
What is real-time data analytics?
Real-Time Intelligence in Microsoft Fabric
Ingest and transform real-time data
Store and query real-time data
Visualize real-time data
Automate actions
Work with Real -Time data in a Microsoft Fabric Eventhouse
Get started with an eventhouse
Materialized views and stored functions
Use Real -Time Eventstreams
Components of eventstreams
Eventstream sources and destinations
Eventstream transformations
Create Real Time Dashboards
Get started with real-time dashboards
Lab Exercise - Get started with Real-Time Dashboards in Microsoft Fabric-
Advanced features
Real-Time Dashboard best practices
Administer and Govern Microsoft Fabric

Administer a Microsoft Fabric environment
Understand the Fabric Architecture
Understand the Fabric administrator role
Manage Fabric security
Govern data in Fabric
Secure data access in Microsoft Fabric
Lab Exercise - Secure data access in Microsoft Fabric
Understand the Fabric security model
Configure workspace and item permissions
Secure a Microsoft Fabric data warehouse
Lab Exercise - Secure a warehouse in Microsoft Fabric
Explore dynamic data masking
Implement row-level security
Implement column-level security
Govern data in Microsoft Fabric with Purview
Govern data in Microsoft Fabric
Why use Microsoft Purview with Microsoft Fabric?
Govern data in the Microsoft Purview hub
Manage & Monitor Microsoft Fabric Evironment

Manage a Microsoft Fabric Environment
Monitor activities in Microsoft Fabric
Understand monitoring
Use Microsoft Fabric Monitor Hub
Take action with Microsoft Fabric Activator

Query a data warehouse

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