Microsoft Fabric Learning Paths

Certifications, Applied Skills & Events for Your Data & Analytics Team
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Welcome to the Microsoft Fabric Learning Hub

This guide organizes Microsoft certifications, Applied Skills credentials, training resources, and industry events tailored for your Data & Analytics group working with Microsoft Fabric. Select a role above to see a recommended learning sequence with costs, or browse conferences and events for the whole team.

Click any card to add it to your selection, then use Export Business Case to generate a shareable plan with justifications and total costs.

Certification & Credential Quick Reference

Credential Type Cost Architect Engineer Scientist Analyst Agent Maker Governance

● = Core/Recommended    ○ = Optional/Nice-to-have    All exam costs USD. Free self-paced training available on Microsoft Learn. Instructor-led training typically $2,000-$3,000/course.

Data & Analytics Architect

Designs the overall data platform strategy, governance frameworks, and technical architecture for Fabric-based solutions.

Why invest in Architect certifications? Architects make foundational decisions that affect every downstream workload. Misconfigured architectures in Microsoft Fabric can lead to runaway compute costs, data governance failures, and security vulnerabilities. Certified architects ensure your Fabric deployment follows best practices for lakehouse design, data mesh patterns, and enterprise-scale governance — saving the organization significant rework and risk. The AZ-305 and Fabric certifications together validate both cloud-level design thinking and Fabric-specific implementation knowledge.
1 Foundation
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2 Core Fabric Certifications
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3 Architecture & AI Specialization
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4 Applied Skills & Hands-On

Data Engineer

Builds, optimizes, and maintains data pipelines, lakehouses, warehouses, and orchestration workflows within Fabric.

Why invest in Engineer certifications? Data Engineers are the backbone of any Fabric deployment — they build the pipelines that feed every dashboard, model, and report. The DP-700 certification validates skills in data ingestion patterns, lakehouse/warehouse architecture, real-time streaming, and orchestration. Combined with AI credentials, certified engineers can build intelligent data pipelines that incorporate GenAI and agent-based automation. Organizations with certified engineers see faster time-to-insight and fewer pipeline failures.
1 Foundation
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2 Core Fabric Certifications
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3 AI & Advanced Skills
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4 Applied Skills & Hands-On

Data Scientist

Develops machine learning models, builds AI agents, works with GenAI solutions, and delivers predictive analytics within the Fabric ecosystem.

Why invest in Data Scientist certifications? With the rapid evolution of AI — from traditional ML to GenAI agents — Data Scientists need validated skills across both Azure AI services and the Fabric data platform. The DP-100 proves expertise in designing ML solutions on Azure, while AI-102 validates the ability to build production AI services. Applied Skills credentials in AI agent creation and Fabric ML solutions demonstrate hands-on capability. Certified data scientists deliver more reliable models, reduce experimentation waste, and ship AI solutions to production faster.
1 Foundation
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2 Core AI & ML Certifications
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3 Fabric Platform Knowledge
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4 Applied Skills & Specialization

Data Analyst

Transforms data into actionable insights through dashboards, reports, semantic models, and analytical queries within Fabric and Power BI.

Why invest in Analyst certifications? Analysts are the bridge between raw data and business decisions. PL-300 validates Power BI mastery — the primary visualization layer in Fabric. DP-600 extends this into Fabric's analytics engine, covering semantic models, DAX optimization, and cross-workload analytics. Together, these certifications ensure analysts can deliver self-service analytics that are governed, performant, and trusted by the business. Organizations with certified analysts see higher adoption of data-driven decision-making.
1 Foundation
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2 Core Analytics Certifications
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3 Optional Expansion
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4 Applied Skills

Agent Maker

Designs and builds AI agents ranging from low-code Copilot Studio bots to advanced code-first agents using Azure AI Foundry, Semantic Kernel, and Azure OpenAI.

Why invest in an Agent Maker path? AI agents represent the next evolution of enterprise automation — moving from static dashboards and reports to systems that can reason, act, and adapt. Microsoft's agent ecosystem spans two tiers: Copilot Studio for rapid, low-code agent creation accessible to power users and citizen developers, and Azure AI Foundry for production-grade, code-first agents that integrate with enterprise data, custom models, and complex orchestration. Investing in Agent Maker skills ensures your team can deliver intelligent automation across both tiers — from self-service chatbots to sophisticated multi-step agents that query your Fabric data warehouse, trigger workflows, and generate insights autonomously. This is the fastest-growing capability area in the Microsoft ecosystem.
1 Foundation & Platform Awareness
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2 Low-Code Agent Building (Copilot Studio)
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3 Code-First AI Engineering (Azure AI Foundry)
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4 Applied Skills & Advanced Agent Patterns

Data Governance

Establishes and enforces data policies, classification, lineage, compliance controls, and access governance across the Fabric estate using Microsoft Purview and native Fabric governance features.

Why invest in Data Governance skills? As your Fabric deployment scales, ungoverned data becomes a liability — regulatory fines, data breaches, and trust erosion are real risks. Microsoft Purview is deeply integrated with Fabric, providing sensitivity labels that travel with data, data loss prevention (DLP) policies on lakehouses and warehouses, automated data cataloging through the Unified Catalog, and lineage tracking from source through to Power BI report. The governance role ensures your team has someone who can configure these controls, establish data domains and endorsement standards, manage compliance for Copilot interactions, and maintain the organizational data map. Without governance expertise, Fabric adoption outpaces policy — creating shadow data sprawl, inconsistent definitions, and compliance gaps that are expensive to remediate later.
1 Foundation
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2 Core Governance & Compliance Certifications
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3 Fabric Platform Knowledge
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4 Applied Skills & Specialization

Conferences & Events — 2026

Industry conferences valuable across all roles. These events offer hands-on workshops, networking, and early access to product roadmaps.

Why invest in conferences? Conferences provide learning that certifications cannot — direct access to product teams, real-world architecture case studies, peer networking, and hands-on labs with pre-release features. The ROI often includes immediate improvements to existing implementations based on sessions attended.