Power AI Apps with Insights from SQL Database in Microsoft Fabric

Overview

Master SQL database integration in Microsoft Fabric to build AI-powered apps, combining transactional and analytical data capabilities in a unified SaaS environment for enhanced business intelligence.

Syllabus

• Introduction to Microsoft Fabric
Overview of Microsoft Fabric architecture
Key components of Microsoft Fabric
• Basics of SQL Databases
Introduction to SQL databases
Exploring transactional vs. analytical data
• Integrating SQL Databases with Microsoft Fabric
Connecting SQL databases to Microsoft Fabric
Managing data connections and integrations
• Data Modeling in Microsoft Fabric
Designing data models for AI applications
Implementing data transformations and cleansing
• Developing AI-Powered Applications
Overview of AI capabilities in Microsoft Fabric
Building applications with embedded AI functionalities
• Leveraging Business Intelligence
Accessing and managing insights from data
Creating dashboards and reports for decision-making
• Security and Compliance in Microsoft Fabric
Understanding security features and protocols
Managing permissions and data privacy
• Case Studies and Real-World Applications
Analyzing successful AI applications in business settings
Best practices and strategies for implementation
• Hands-On Workshop
Building a sample AI-powered application
End-to-end integration of SQL data with AI features
• Final Project and Presentation
Designing and implementing a capstone project
Presenting project findings and insights
• Course Review and Next Steps
Recap of key concepts and skills learned
Exploring further learning and certification opportunities

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Subjects

Programming