Data Democratization: Mastering Microsoft Fabric Data Agents

Master AI-Powered Data Agents: Transform Complex Data into Conversational Insights & Democratize Analytics!

What you'll learn

Build a rock-solid foundation in generative AI & data agents - Master LLMs, conversational Q&A, architecture & how data agents transforms language to queries

Create your first intelligent data agent from scratch - Step-by-step hands-on lab connecting to Lakehouse with included sample data files for real practice

Transform your agent into a performance powerhouse - Write killer instructions, add smart context examples & optimize metadata for laser-accurate responses

Design real-world business solutions that wow stakeholders - Build agents for finance, operations & analytics with proven testing & refinement strategies

Deploy enterprise-grade agents across your organization - Master sharing permissions, integration possibilities & best practices for company-wide adoption

Become the go-to expert for Microsoft Fabric data democratization - Gain cutting-edge skills that position you as a leader in AI-powered analytics

Requirements

Basic understanding of data concepts

Access to Microsoft Fabric (F2 capacity or higher)

Familiarity with business intelligence concepts (helpful but not required)

Description

Data Democratization: Mastering Microsoft Fabric Data Agents & Copilot for Data AnalyticsTransform Complex Data into Actionable Intelligence Using AI-Powered Conversational AnalyticsUnlock the Future of Data-Driven Decision Making with Microsoft Fabric's Revolutionary AI Technology!In this comprehensive, hands-on masterclass, you'll harness the full potential of Microsoft Fabric Data Agents – the enterprise-grade AI solution that's transforming how organizations interact with their data ecosystems. Learn to build, deploy, and scale intelligent data solutions that empower everyone in your organization to become data-driven decision makers.Why This Course Is Critical in 2025:The analytics landscape has undergone a paradigm shift, with enterprises seeking to close the growing technical skills gap in data science. Microsoft Fabric Data Agents represent the cutting edge of generative AI for analytics, enabling anyone to extract powerful business insights through natural language conversations – absolutely no SQL, Python, or technical expertise required! As organizations race to implement these solutions, certified expertise in this technology is becoming one of tech's most in-demand skills.What Elevates This Course Above Others:Unlike theoretical overviews or basic introductions, this immersive bootcamp delivers a complete implementation journey from initial setup to enterprise-wide deployment at scale. You'll build production-ready Data Agents connected to real-world data sources, optimize them using advanced prompt engineering techniques, and implement robust governance frameworks for secure organization-wide adoption.Practical, Career-Advancing Skills You'll Master:Configure & Customize AI-Powered Data Interfaces that understand natural language queries with remarkable accuracyBuild Multi-Modal Data Agents that integrate structured and unstructured data for comprehensive business intelligenceImplement Advanced Prompt Engineering to achieve precision in complex analytical scenariosMaster Metadata Engineering that enhances Agent intelligence and query comprehensionDeploy Systematic Quality Testing frameworks for continuous improvementDesign Domain-Specific Agents optimized for finance, marketing, operations, and moreEstablish Zero-Trust Security Protocols and governance frameworksIntegrate with Microsoft Copilot for Microsoft 365 to expand data accessibility enterprise-wideOptimize Large Language Models (LLMs) for specific business contexts and industry terminologyReal-World Implementation at Every Step:Each module includes hands-on labs where you'll apply concepts to actual business challenges. You'll progressively build a portfolio of functional Data Agents, each addressing different analytical needs across organizational departments.Perfect For:Data Analysts seeking to amplify their impact through AIBI Professionals looking to modernize analytics capabilitiesData Engineers wanting to expand their skillsetBusiness Leaders aiming to drive data democratizationIT Professionals responsible for implementing Microsoft FabricAnyone wanting to become indispensable in the age of AI-powered analyticsYour Expert Guide:Learn from an industry veteran with extensive experience implementing Microsoft Power Platform solutions with enterprise environments. Benefit from hard-won insights and best practices that only come from real-world implementation experience.By course completion, you'll possess the expertise to architect, deploy, and scale Microsoft Fabric Data Agents that fundamentally transform how your entire organization accesses and leverages data insights – positioning yourself at the forefront of the AI-powered analytics revolution and dramatically enhancing your value in today's competitive job market.Enroll Now and Lead the AI-Powered Data Revolution!

Overview

Section 1: Introduction to Fabric Data Agents

Lecture 1 What is a Fabric Data Agent?

Lecture 2 Core Concepts: LLMs and Conversational Q&A

Lecture 3 Fabric Data Agents vs. Fabric Copilots

Lecture 4 Prerequisites for Using Fabric Data Agents

Section 2: How Fabric Data Agents Work - The Underlying Mechanics

Lecture 5 Agent Architecture Overview

Lecture 6 The Workflow - Question Parsing and Validation

Lecture 7 The Workflow - Data Source Identification

Lecture 8 The Workflow - Tool Invocation and Query Generation

Lecture 9 The Workflow - Query Validation, Execution, and Response

Section 3: Creating Your First Fabric Data Agent

Lecture 10 Preparing Your Data in Microsoft Fabric

Lecture 11 Step-by-Step Guide to Creating a Data Agent

Lecture 12 Selecting and Configuring Data Sources

Lecture 13 Basic troubleshooting steps for common early issues

Section 4: Configuring and Refining Your Data Agent for Optimal Performance

Lecture 14 Writing Effective Data Agent Instructions

Lecture 15 Adding Context with Example Queries

Lecture 16 Best Practices for Table and Column Descriptions (Metadata)

Lecture 17 Iterative Testing and Refinement Strategies

Section 5: Practical Scenarios and Use Cases for Fabric Data Agents

Lecture 18 Exploring Common Fabric Data Agent Scenarios

Lecture 19 Designing a Data Agent for a Specific Business Problem

Lecture 20 Implementing the Scenario-Based Agent (Hands-On Lab)

Section 6: Module 6: Consuming, Sharing, and Integrating Fabric Data Agents

Lecture 21 Sharing Fabric Data Agents within Your Organization

Lecture 22 Course Summary: Data Democratization with Microsoft Fabric Data Agents

Data professionals & analysts looking to leverage AI for democratizing data access across their organization,Business intelligence developers wanting to create conversational analytics that anyone can use without technical skills,IT leaders & managers implementing modern data platforms and need to understand Fabric Data Agents capabilities,Power BI users ready to expand into Microsoft Fabric's next-generation AI-powered data experiences,Tech-curious professionals from any field interested in making data conversations as easy as asking questions,IT professionals & consultants implementing AI-powered analytics solutions that truly serve business users