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Microsoft Fabric: Analytics and AI

The Microsoft Fabric: Analytics and AI course equips data analysts and engineers with advanced skills to unify data pipelines, build semantic models, and enable AI-driven insights across lakehouses and warehouses. It solves the critical industry challenge of fragmented analytics by teaching integrated data preparation and governance in Fabric, addressing a market where certified Fabric professionals command an average salary of $132K in the U.S., according to LinkedIn Talent Insights (January 2025).

This course prepares learners for the Microsoft Certified: Fabric Analytics Engineer Associate (DP-600) certification, validating expertise in enterprise-scale analytics solutions. Koenig Solutions provides official vendor-authorized courseware and 30-day lab access, ensuring hands-on mastery. Graduates gain the credentials and practical experience to lead AI-ready analytics initiatives in modern data organizations.

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Course Overview

The Microsoft Fabric: Analytics and AI course by Microsoft is designed for data professionals aiming to earn the Microsoft Certified: Fabric Analytics Engineer Associate credential through Exam DP-600. This advanced training targets data analysts, data engineers, and analytics engineers responsible for transforming raw data into actionable insights. With over 1,300 monthly searches for the DP-600 exam, demand for certified professionals is rapidly growing as enterprises adopt Microsoft Fabric to unify their analytics workflows. The course equips learners with the skills to prepare, enrich, and serve data across lakehouses, warehouses, and eventhouses, focusing on real-world analytics challenges in modern data platforms.

Learners gain hands-on experience with core Microsoft Fabric services including lakehouses, data warehouses, eventhouses, dataflows (Gen2), notebooks, and semantic models—all accessed through the unified Azure Portal interface. In guided labs, students build end-to-end analytics solutions such as ingesting retail sales data into a lakehouse, transforming it using Power Query and Spark in notebooks, creating dimensional models with T-SQL, and implementing secure semantic models with DAX calculations. A key project involves using Copilot in Dataflow Gen2 to accelerate data transformation using natural language prompts, demonstrating AI-assisted analytics in action. These practical exercises simulate real enterprise scenarios, ensuring students master both traditional and AI-enhanced tools within the Microsoft Fabric ecosystem.

This course prepares candidates for the Microsoft Certified: Fabric Analytics Engineer Associate certification, a globally recognized credential validating expertise in enterprise-scale analytics solutions. Certified professionals command an average base salary of $132,000 in the U.S., reflecting high market demand as organizations migrate from legacy Power BI and Synapse environments to Fabric. Koenig Solutions enhances this learning journey with Guaranteed-to-Run classes, official Microsoft courseware, and 1-on-1 mentoring to ensure exam readiness. By mastering Microsoft Fabric: Analytics and AI, professionals position themselves at the forefront of the AI-driven analytics revolution, unlocking career advancement in data engineering, business intelligence, and enterprise analytics leadership.

What You'll Learn

Design dimensional models in Microsoft Fabric, a key skill for effective data warehousing and analytics with Microsoft Fabric: Analytics and AI.
Transform data efficiently using Dataflows Gen2 in Microsoft Fabric to streamline data processing and enhance analytics capabilities.
Implement T-SQL transformations within Microsoft Fabric warehouses to optimize data workflows and support complex queries.
Build semantic models for AI in Microsoft Fabric to improve data understanding and enable smarter insights.
Create ontologies with Microsoft Fabric IQ to establish clear data relationships and facilitate AI-driven decision-making.
Secure and govern data assets in Microsoft Fabric to ensure compliance, data privacy, and reliable analytics.

Skills You'll Gain

Microsoft Fabric Lakehouse Fabric Dataflows Microsoft Fabric Notebooks Microsoft Fabric Warehouses Semantic Models Microsoft Fabric Copilot Real Time Intelligence Dimensional Modeling T-SQL Transformation AI-Ready Data Fabric Data Science Machine Learning Models Data Agents Gold Layer Design Analytics Governance Semantic Layer AI End-to-End Analytics

Prerequisites

Recommended knowledge before taking this course
  • Data Analysis: Proficiency in designing and publishing semantic models, including DAX measures and star schema concepts, is required to effectively navigate the advanced AI-driven reporting features in Microsoft Fabric: Analytics and AI.
  • Data Engineering: Experience with gold-layer data modeling and data transformation using notebooks or T-SQL in lakehouses is essential for preparing the high-quality datasets required for the course's AI/ML modules.
  • AI Integration: A foundational understanding of how AI agents process structured data and metadata is necessary to leverage the advanced machine learning capabilities integrated throughout Microsoft Fabric: Analytics and AI.
  • Certification Alignment: Candidates should ideally hold the Microsoft Certified: Fabric Analytics Engineer Associate (DP-600) certification or demonstrate equivalent technical proficiency to succeed in this curriculum.
  • Technical Proficiency: Practical experience configuring Power BI semantic models is required to support the complex data structuring tasks performed within Microsoft Fabric: Analytics and AI.
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Certification Exam

Everything you need to know about the Microsoft Fabric: Analytics and AI certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Eligible for retake 24 hours after first attempt; subsequent attempts follow standard Microsoft certification retake policies
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Microsoft Fabric: Analytics and AI

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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

78%

of Microsoft Fabric: Analytics and AI certified professionals report career advancement within 6 months

Salary Impact

+22%

Average salary increase reported after obtaining the Microsoft Fabric: Analytics and AI 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
  • Fabric Analytics Engineer
  • Data Analyst
  • BI Developer
  • Analytics Engineer
  • Semantic Modeler
  • Power BI Developer

Companies Hiring

5,000+
Microsoft Accenture Deloitte Infosys Wipro TCS Capgemini Ernst & Young Cognizant Goldman Sachs

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

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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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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    Rahul M.

    Azure Administrator

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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.”

    Sarah K.

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    CISO, Financial Services

    Enterprise Client ✓ Verified
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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.”

    Ahmed R.

    Ahmed R.

    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.”

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    Cloud Solutions Architect

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  • ★★★★★

    “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.”

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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.

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

    “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
  • ★★★★★

    “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

Frequently Asked Questions

Everything you need to know about the Microsoft Fabric: Analytics and AI training course

Is the certification exam included in the Microsoft Fabric: Analytics and AI course, and what is the exam fee?
The official certification exam is not included in the Microsoft Fabric: Analytics and AI course fee. You must purchase the DP-600 exam separately for $165 USD. Pricing varies by region. Schedule your exam via Pearson VUE to earn the Microsoft Certified: Fabric Analytics Engineer Associate credential.
What training formats are available for the Microsoft Fabric: Analytics and AI course at Koenig Solutions?
Koenig Solutions provides live online 1-on-1, instructor-led classroom, and self-paced e-learning for Microsoft Fabric: Analytics and AI. Our Guaranteed-to-Run policy ensures your training proceeds as scheduled. We offer flexible timing and personalized learning paths to match your specific time zone and professional development goals.
How long is lab access provided, and what type of environment is used for Microsoft Fabric: Analytics and AI training?
You receive 90 days of lab access starting from your course date. We use a cloud-hosted sandbox environment powered by Microsoft Learn and OneLake. This secure, vendor-hosted platform allows you to master data preparation, semantic modeling, and analytics deployment through hands-on, real-world Microsoft Fabric scenarios.
What is Koenig's rescheduling and cancellation policy for the Microsoft Fabric: Analytics and AI course?
Koenig offers free rescheduling up to 7 days before your Microsoft Fabric: Analytics and AI start date. You receive a full refund if you cancel within 14 days of registration. Rescheduling within 7 days incurs a 10% administrative fee. No refunds are available after the course start date.
What is the format, number of questions, passing score, and time limit for the Microsoft Fabric Analytics Engineer Associate exam?
The DP-600 exam features 40–60 questions, including case studies and multiple-choice items, with a 100-minute time limit. You must score 700 out of 1000 to pass. This exam validates your expertise in data preparation, semantic modeling, and managing complex analytics solutions within the Microsoft Fabric ecosystem.
How long is the Microsoft Fabric Analytics Engineer Associate certification valid, and what is the renewal process and cost?
Your certification is valid for 12 months. You can renew it for free by passing an online assessment on Microsoft Learn. Renewals open six months before expiration. Completing this unproctored, open-book assessment extends your Microsoft Fabric Analytics Engineer Associate status for another full year at no cost.
What post-training support does Koenig provide after completing the Microsoft Fabric: Analytics and AI course?
Koenig offers 6 months of post-training support, featuring mentor access, recorded sessions, and a dedicated portal. You gain one free course retake within a year. Join our community forum for expert guidance, doubt resolution, and career advice from certified professionals and Koenig alumni after your training.
What are the prerequisites or prior experience needed for the Microsoft Fabric: Analytics and AI course?
We recommend foundational knowledge in data analytics, SQL, and cloud concepts. Experience with Power BI or Azure data services is helpful. Proficiency in Kusto Query Language (KQL) and DAX is beneficial. While not mandatory, holding the PL-300 certification significantly improves your success rate for the DP-600 exam.
What career impact and salary can professionals expect after earning the Microsoft Fabric Analytics Engineer Associate certification?
Certified experts often see a 20–30% salary increase, with U.S. averages reaching $95,000 to $130,000 annually. This credential accelerates your career in data engineering. It is highly valued by enterprises implementing Microsoft Fabric for scalable analytics, making you a top candidate for high-impact cloud transformation projects.
How does instructor-led training for Microsoft Fabric: Analytics and AI compare to self-study in terms of exam success and skill mastery?
Koenig’s instructor-led training boosts exam success rates by 40% compared to self-study. You benefit from structured learning, real-time doubt resolution, and expert-led labs. This approach ensures deeper mastery of Microsoft Fabric concepts and superior exam readiness compared to using unguided, free Microsoft Learn modules alone.
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