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Microsoft Fabric : Fabric IQ

Microsoft Fabric : Fabric IQ helps data analysts and engineers define business vocabulary through ontologies and connect them to OneLake data sources, enabling natural language queries without writing code. It solves the challenge of inconsistent data interpretation across teams, with Microsoft reporting over 2,000 certified Fabric professionals globally within the first year of certification launch.

This course prepares for the Microsoft Certified: Fabric Analytics Engineer Associate credential, leveraging official vendor-authorized courseware and Koenig’s Guaranteed-to-Run scheduling. Learners gain hands-on experience building governed data agents, leading to roles in analytics modernization and enterprise-scale semantic modeling.

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Course Overview

The Microsoft Fabric : Fabric IQ course by Microsoft is designed to equip data professionals with the skills to create and manage business ontologies that unify enterprise data through semantic modeling. This training supports learners preparing for roles such as Data Analyst, Data Engineer, and Business Intelligence Developer, enabling them to bridge the gap between technical data structures and business terminology. As organizations increasingly adopt knowledge graphs for smarter analytics—Microsoft reports growing integration of Fabric IQ into enterprise data strategies—this course meets rising demand for professionals who can implement governed, self-service data access. Participants will explore how Fabric IQ binds business vocabulary to data sources in OneLake, empowering non-technical users to query data using natural language.

Learners engage with core Microsoft technologies including Microsoft Fabric IQ, OneLake, Power BI semantic models, Graph in Microsoft Fabric, lakehouse tables, and eventhouse streams. Through hands-on labs in the Microsoft Fabric portal, students build a fully functional ontology by defining entity types, properties, and relationships, then bind these to real data sources. A key project involves creating a Fabric data agent grounded in the ontology, allowing business users to ask natural language questions and receive accurate, governed responses without writing code. The lab environment leverages the full Fabric stack, giving trainees practical experience in configuring interactive relationship graphs and using the Query Builder to filter across multiple datasets—mirroring real-world deployment scenarios in modern data organizations.

This course prepares candidates for emerging Microsoft Fabric-related certifications, aligning with industry recognition of Fabric as a unified analytics platform transforming how enterprises handle data governance and discovery. Professionals skilled in Fabric IQ are well-positioned for career advancement, with data analysts specializing in semantic modeling seeing competitive salary premiums—U.S. roles averaging $95,000–$125,000 according to recent labor market data. Koenig Solutions enhances this learning path with 1-on-1 instructor support and Guaranteed-to-Run batches using official Microsoft courseware, ensuring mastery of ontology development and agent configuration. Graduates gain the expertise to drive AI-powered, natural language-based analytics adoption across global enterprises leveraging Microsoft’s next-generation data fabric.

What You'll Learn

Architect Microsoft Fabric : Fabric IQ fundamentals and master ontology modeling techniques to enhance data organization and retrieval. Configure comprehensive ontologies within the platform manually, enabling precise data classification and improved semantic understanding. Generate Fabric IQ ontologies directly from Power BI semantic models via the REST API, streamlining integration and reducing manual effort. Connect Fabric IQ ontologies to OneLake data sources using the Fabric Data Lakehouse connector, facilitating seamless data access and management across platforms. Visualize entity relationships effectively using the Fabric IQ Graph API, helping you identify data connections and dependencies at a glance. Build a Fabric data agent with an ontology to automate data workflows through the Fabric Copilot SDK, improve data consistency, and accelerate decision-making processes.

Prerequisites

Recommended knowledge before taking this course
  • Familiarity with Microsoft Fabric : Fabric IQ workspaces and navigation
  • Understanding of relational database concepts such as tables, columns, and relationships
  • Basic knowledge of Power BI semantic models
  • Experience with data modeling fundamentals including entity types, properties, and relationships
  • Ability to connect and query data sources in OneLake
  • Understanding of ontology concepts and business vocabulary modeling
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Certification Exam

Everything you need to know about the Microsoft Fabric : Fabric IQ certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
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Retake Policy
Not applicable
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What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

75%

of Microsoft Fabric : Fabric IQ certified professionals report career advancement within 6 months

Salary Impact

+20%

Average salary increase reported after obtaining the Microsoft Fabric : Fabric IQ certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Analytics Engineer
  • Data Engineer
  • Data Analyst
  • AI Agent Developer
  • Semantic Model Engineer
  • Business Intelligence Developer

Companies Hiring

5,000+
Microsoft Accenture Deloitte Infosys Wipro TCS Capgemini Goldman Sachs

and 5,000+ organizations worldwide seeking Microsoft Fabric : Fabric IQ certified professionals

Real Transformations

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    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

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    Azure Administrator

    AZ-104 Certified ✓ Verified
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    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

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    Business Intelligence Lead

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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

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    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

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    AI Engineer

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  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
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