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There are 5 modules in this course
In this course, you will focus on implementing data governance, security controls, and real-time analytics capabilities in Microsoft Fabric. You will set up Microsoft Purview for data cataloging and lineage, configure security with Microsoft Entra ID, and develop event-driven data solutions. The course also covers compliance readiness, monitoring, and advanced data mirroring techniques, providing hands-on experience with EventStreams, Data Activator, and Azure Stream Analytics. By the end of the course, you will have a comprehensive toolkit for building secure, compliant, and responsive data platforms.
Master the fundamentals of real-time data processing in Microsoft Fabric through hands-on implementation of streaming architectures. You'll set up EventStreams for high-throughput data ingestion, configure Data Activator to automatically respond to critical business events, and process streaming data using Azure Stream Analytics. Through guided demonstrations and practical exercises, you'll develop the skills to implement end-to-end event-driven solutions that enable your organization to respond immediately to changing business conditions, from real-time sensor monitoring to instant customer engagement triggers based on behavior patterns.
What's included
8 videos5 readings11 assignments
Show info about module content
8 videos•Total 30 minutes
The real-time data revolution•3 minutes
EventStreams setup and configuration•3 minutes
Producers and consumers at scale•4 minutes
Data producer implementation•4 minutes
Automated response to data events•4 minutes
Data activator setup process•4 minutes
Stream processing for insights•3 minutes
Stream Analytics job creation•6 minutes
5 readings•Total 50 minutes
Course syllabus•10 minutes
EventStreams architecture in Fabric•10 minutes
Streaming data producers and consumers•10 minutes
Data Activator architecture and triggers•10 minutes
Azure Stream Analytics integration•10 minutes
11 assignments•Total 210 minutes
Event-driven data processing graded quiz•20 minutes
Data Activator configuration knowledge check•10 minutes
Stream processing job implementation•30 minutes
Stream processing knowledge check•10 minutes
Data mirroring and replication
Module 2•4 hours to complete
Module details
Bridge the gap between operational systems and analytics by implementing near real-time data mirroring into Microsoft Fabric. You'll design efficient mirroring architectures, configure data replication from SQL Server and Cosmos DB, and develop analytics solutions on continuously updated operational data. Through architectural design exercises and hands-on configuration labs, you'll learn how to maintain analytical capabilities on fresh operational data without impacting source system performance. This module equips you with the skills to implement hybrid data architectures that combine the strengths of transactional and analytical systems for timely business insights.
What's included
8 videos4 readings10 assignments
Show info about module content
8 videos•Total 32 minutes
Breaking down operational silos•3 minutes
Mirroring architecture design•3 minutes
SQL Server integration success•4 minutes
SQL Server mirroring setup•4 minutes
NoSQL to analytics bridge•4 minutes
Cosmos DB mirroring configuration•6 minutes
Operational analytics without impact•4 minutes
Real-time analytics implementation•4 minutes
4 readings•Total 40 minutes
Data mirroring architecture and benefits•10 minutes
SQL Server mirroring configuration•10 minutes
Cosmos DB mirroring integration•10 minutes
Analytics on mirrored data•10 minutes
10 assignments•Total 195 minutes
Data mirroring architecture design•30 minutes
Data mirroring and replication graded quiz•20 minutes
Data replication scenario designer•15 minutes
Mirroring concepts knowledge check•10 minutes
SQL Server to Fabric mirroring implementation•30 minutes
SQL Server mirroring knowledge check•10 minutes
Cosmos DB mirroring setup•30 minutes
Cosmos DB integration knowledge check•10 minutes
Operational analytics dashboard•30 minutes
Real-time analytics knowledge check•10 minutes
Microsoft Purview for data governance
Module 3•5 hours to complete
Module details
Establish comprehensive data governance using Microsoft Purview's powerful cataloging and classification capabilities. You'll implement an enterprise data catalog, configure automated data classification with sensitivity labels, and set up scanning processes to continuously discover and categorize data assets across your organization. Through hands-on exercises with Purview's interface and governance tools, you'll gain practical experience making data discoverable, protected, and compliant. This module provides the foundation for building a governed data environment where users can easily find, understand, and appropriately use data assets across the enterprise.
What's included
8 videos4 readings12 assignments
Show info about module content
8 videos•Total 38 minutes
Data governance at enterprise scale•4 minutes
Purview interface exploration•5 minutes
Making data discoverable•4 minutes
Data catalog creation process•5 minutes
Protecting sensitive data•5 minutes
Classification rules implementation•6 minutes
Automated discovery and compliance•6 minutes
Scanning configuration process•4 minutes
4 readings•Total 40 minutes
Microsoft Purview architecture overview•10 minutes
Data catalog setup and management•10 minutes
Data classification and sensitivity framework•10 minutes
Automated data scanning setup•10 minutes
12 assignments•Total 240 minutes
Microsoft Purview for data governance graded quiz•20 minutes
Industry-specific data governance mapping•15 minutes
Purview interface and feature exploration•30 minutes
Purview fundamentals knowledge check•10 minutes
Asset registration and metadata management•30 minutes
Data catalog management knowledge check•10 minutes
Classification rule validation•15 minutes
Data classification and labeling implementation•30 minutes
Data classification knowledge check•10 minutes
Scanning schedule and monitoring•30 minutes
Automated scanning implementation•30 minutes
Data scanning knowledge check•10 minutes
Data lineage and compliance
Module 4•4 hours to complete
Module details
Enhance your data governance capabilities by visualizing data flow, establishing ownership models, and mapping regulatory requirements to specific controls. You'll explore end-to-end data lineage to trace information from source to consumption, define domain ownership structures with clear stewardship responsibilities, and develop comprehensive business glossaries to ensure consistent terminology. Through practical exercises mapping compliance requirements to Microsoft controls, you'll learn to demonstrate regulatory adherence while maintaining data utility. This module equips you with advanced governance techniques that build trust in your data assets while satisfying complex compliance obligations.
What's included
8 videos4 readings10 assignments
Show info about module content
8 videos•Total 31 minutes
Tracing data's journey•4 minutes
Lineage exploration and analysis•4 minutes
Distributed data responsibility•3 minutes
Domain ownership implementation•5 minutes
Common language for data•4 minutes
Glossary creation and management•4 minutes
From requirements to controls•3 minutes
Compliance mapping process•4 minutes
4 readings•Total 40 minutes
Data lineage architecture and visualization•10 minutes
Domain-driven data governance•10 minutes
Business glossary best practices•10 minutes
Compliance framework mapping•10 minutes
10 assignments•Total 195 minutes
Data lineage and compliance graded quiz•20 minutes
Data lineage interpretation with Microsoft Fabric•15 minutes
Data lineage analysis workshop•30 minutes
Data lineage knowledge check•10 minutes
Domain ownership structure setup•30 minutes
Domain ownership knowledge check•10 minutes
Business glossary implementation•30 minutes
Business glossary knowledge check•10 minutes
Regulatory compliance mapping•30 minutes
Compliance mapping knowledge check•10 minutes
Security and monitoring
Module 5•5 hours to complete
Module details
Implement robust security controls and comprehensive monitoring across your Microsoft Fabric environment. You'll configure enterprise identity integration with Microsoft Entra ID, implement row-level security in Warehouse and Power BI, use object-level security in Power BI to hide columns and tables, restrict Warehouse columns via secure views and permissions, and control Lakehouse access via item permissions (noting no RLS/OLS at storage level). You'll also establish workspace-level policies and set up operational monitoring dashboards. Through hands-on security configuration and monitoring implementation, you'll develop the skills to protect sensitive data while maintaining appropriate access and visibility into system health. This module provides the expertise needed to maintain a secure, observable data platform that meets enterprise security requirements while supporting legitimate business access needs.
What's included
8 videos4 readings11 assignments
Show info about module content
8 videos•Total 32 minutes
Enterprise identity foundation•4 minutes
Identity integration setup•4 minutes
Data security at every level•5 minutes
Fine-grained security configuration•4 minutes
Scalable workspace governance•4 minutes
Workspace security configuration•4 minutes
Operational excellence through monitoring•4 minutes
Monitoring dashboard implementation•4 minutes
4 readings•Total 40 minutes
Entra ID security integration•10 minutes
Granular security implementation•10 minutes
Workspace security and service principals•10 minutes
Fabric monitoring and Azure Monitor integration•10 minutes
11 assignments•Total 255 minutes
Security and monitoring mastery graded quiz•20 minutes
Enterprise identity integration•30 minutes
Identity integration knowledge check•10 minutes
Comprehensive security implementation•30 minutes
Fine-grained security knowledge check•10 minutes
Enterprise workspace security setup•30 minutes
Workspace security knowledge check•10 minutes
Fabric monitoring and alert configuration•15 minutes
Comprehensive monitoring setup•30 minutes
Monitoring and observability knowledge check•10 minutes
Course project: Enterprise data governance and real-time analytics solution•60 minutes
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