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AI-Powered Analytics

AI-Powered Analytics by Microsoft equips data analysts and data engineers with skills to prepare semantic models and build ontologies in Microsoft Fabric that enable AI agents like Copilot to deliver accurate insights. It solves the growing challenge of aligning business questions with fragmented data sources, addressing demand from over 200,000 organizations using Microsoft Fabric for unified analytics.

This course prepares learners for the Microsoft Certified: Fabric Analytics Engineer Associate (DP-600) certification. Koenig’s official vendor-authorized courseware and 30-day lab access ensure hands-on mastery, leading to roles in AI-driven analytics with earning potential up to $120,000 annually.

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Course Overview

The AI-Powered Analytics course by Microsoft provides essential skills for data professionals, serving as a valuable complement to AZ-104 training for those building cloud infrastructure to support enterprise analytics. This course targets roles such as AI Engineer, Data Scientist, and Data Analyst, equipping them with skills to implement machine learning solutions in Microsoft Fabric. With 75 percent of Fortune 500 companies adopting AI-driven analytics, this training addresses the demand for professionals who bridge data science with business intelligence. Students engage with Microsoft Fabric, OneLake, Data Wrangler, MLflow, and Power BI semantic models during hands-on lab exercises.

Learners configure end-to-end data science workflows by ingesting data, exploring datasets in notebooks, preprocessing data using Data Wrangler, training machine learning models, and tracking experiments with MLflow. A key real-world scenario involves deploying a trained model to generate batch predictions on Delta tables, simulating enterprise-level AI deployment processes within the unified Microsoft Fabric platform. This course prepares candidates for the DP-600: Implementing Analytics Solutions Using Microsoft Fabric certification, recognized for validating analytics expertise. Koenig Solutions enhances learning with official Microsoft courseware and Guaranteed-to-Run scheduling, ensuring consistent access to training for all students.

What You'll Learn

Architect AI-powered analytics solutions by leveraging Microsoft Fabric to drive intelligent business insights.
Design gold-layer Power BI semantic models within Microsoft Fabric to ensure consistent data representation for AI performance.
Configure complex data ontologies using Microsoft Fabric IQ to optimize interpretation by AI systems.
Prepare high-quality datasets in OneLake to improve the accuracy and efficiency of AI agents.
Deploy Copilot in Excel to generate actionable insights and accelerate data-driven decision making.
Implement scalable data structures in Microsoft Fabric using Direct Lake mode to support enterprise-grade AI consumption.

Prerequisites

Recommended knowledge before taking this course
  • Experience designing and publishing AI-powered analytics semantic models in Microsoft Fabric.
  • Familiarity with DAX measures, relationships, and star schema concepts in AI-driven semantic models.
  • Ability to query and analyze data using Data Analysis Expressions (DAX) and SQL for AI insights.
  • Basic understanding of how AI agents consume structured data and interact with semantic models.
  • Experience configuring metadata and documentation in Power BI semantic models for AI interpretation.
  • Understanding of gold-layer data modeling and its role in enabling AI-powered insights within Microsoft Fabric.
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Certification Exam

Everything you need to know about the AI-Powered Analytics certification exam

Exam Details
Exam Name
AI-Powered Analytics
Exam Cost
$99 USD
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
24 hours after first attempt; 14 days after subsequent attempts
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AI-Powered Analytics

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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Foundations of AI-Powered Analytics
Master end-to-end AI-Powered Analytics with Microsoft Fabric Align expert data teams using Microsoft Fabric architecture Provision and activate your Microsoft Fabric environment Analyze OneLake architecture for unified data storage Connect and explore enterprise data within OneLake Identify streaming data patterns via Real-Time hub Define core lakehouse features for scalable analytics Ingest and refine raw data into a lakehouse
2
Day 2– Warehousing and Real-Time AI-Powered Analytics
Architect data warehouses using Microsoft Fabric tools Execute complex queries and transformations in warehouses Build robust data models in Microsoft Fabric warehouses Select optimal data storage for AI-Powered Analytics Compare lakehouse, warehouse, and eventhouse performance Define real-time data analytics for modern business Stream, ingest, and transform live data sources Store and query real-time data for instant insights
3
Day 3– Data Modeling for AI-Powered Analytics
Design efficient fact and dimension table schemas Deploy slowly changing dimensions for historical accuracy Automate data transformations using Dataflows Gen2 Clean and shape datasets with Power Query tools Execute advanced transformations using Python notebooks Aggregate complex datasets within integrated notebooks Optimize Delta table storage and sizing strategies Refine data structures using T-SQL query logic
4
Day 4– Semantic Models and AI-Powered Analytics
Develop DAX calculations for AI-Powered Analytics models Scale semantic models for enterprise-grade performance Tune semantic model performance for faster delivery Secure data with row-level and object-level controls Govern the full semantic model development lifecycle Master Microsoft Fabric IQ fundamentals for intelligence Build a structured ontology using Fabric IQ tools Prepare your semantic layer for AI-Powered Analytics

What's Included in Your Training

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

Hands-On Lab

Live Lab Sandbox

Real Environment

Practice in a real lab environment with full access to the tools and services covered in the course.

30+ Guided Labs

30+

Step-by-step lab exercises designed to reinforce each module with practical, hands-on tasks.

Lab Manual Included

Full Guide

Comprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.

Post-Training Access

30 Days

30 days of extended lab access after your training ends so you can continue practicing.

Career Outcomes

78%

of AI-Powered Analytics certified professionals report career advancement within 6 months

Salary Impact

+24%

Average salary increase reported after obtaining the AI-Powered Analytics 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
  • Data Analyst
  • Analytics Engineer
  • AI-Powered Data Specialist
  • Business Intelligence Developer
  • Microsoft Fabric Data Engineer
  • AI Analytics Consultant

Companies Hiring

5,000+
Microsoft Accenture Deloitte PwC Capgemini Infosys JPMorgan Chase Bank of America IBM

and 5,000+ organizations worldwide seeking AI-Powered Analytics 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.

18,400+
Verified Reviews
4.9 / 5
Average Rating
95%
Would Recommend
1M+
Professionals Trained
  • ★★★★★

    “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
  • ★★★★★

    “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 AI-Powered Analytics training course

Is the AI-Powered Analytics certification exam fee included in your Koenig course enrollment?
The AI-Powered Analytics certification exam is not included in your course fee. You must purchase it separately for $165 USD via Microsoft's official portal. Schedule your exam directly through Pearson VUE to secure your testing slot.
What training formats does Koenig provide for AI-Powered Analytics and is it guaranteed?
Koenig offers AI-Powered Analytics training via live online 1-on-1, public, or self-paced Flexi formats. Our classes are Guaranteed-to-Run, ensuring your training proceeds regardless of enrollment. Choose from 32-hour instructor-led sessions with flexible weekday or weekend scheduling.
How long is lab access provided for AI-Powered Analytics and what platform is used?
Lab access for AI-Powered Analytics lasts 30 days from your start date. You will use the Microsoft Fabric cloud sandbox, a live virtual environment. This platform allows you to master real-time data analytics using professional lakehouses and data warehouses.
What is the rescheduling and cancellation policy for your AI-Powered Analytics training course?
Koenig permits rescheduling for AI-Powered Analytics training without extra fees if requested 72 hours before class. Cancellations within 72 hours incur a 15% administrative fee. Review full details in your training agreement provided upon course enrollment.
What is the structure, passing score, and time limit for the AI-Powered Analytics exam?
The AI-Powered Analytics exam features 40–60 questions, including case studies and interactive labs, within 100 minutes. You must achieve a passing score of 700 out of 1000. All exams are proctored securely through the Pearson VUE platform.
How long is the AI-Powered Analytics certification valid and how do I renew it?
The AI-Powered Analytics certification remains valid for one year. Renew your status by passing a free, unproctored, open-book assessment on Microsoft Learn. This assessment becomes available six months before your current certification expires to ensure continuous professional standing.
Does Koenig provide post-training support for AI-Powered Analytics, such as mentor access?
Yes, Koenig supports your AI-Powered Analytics journey with free doubt-clearing sessions and 30 days of mentor access. We also offer discounted course retakes. You receive ongoing updates regarding Microsoft Fabric enhancements and expert guidance on your certification renewal process.
What are the recommended prerequisites for the AI-Powered Analytics training course?
The AI-Powered Analytics course requires prior experience with Power BI, SQL, and Azure services. We strongly advise familiarity with Microsoft Fabric components, DAX, and data modeling concepts. These prerequisites ensure you achieve optimal learning outcomes during your training.
What is the typical salary increase and career impact of the AI-Powered Analytics certification?
Professionals holding the AI-Powered Analytics certification report a 20% average salary increase. Certified Fabric Analytics Engineers typically earn between $95,000 and $130,000 annually. This credential significantly boosts your job prospects in data engineering, cloud solutions, and advanced analytics.
How does Koenig's AI-Powered Analytics training compare to self-study for exam preparation?
Koenig's AI-Powered Analytics training reduces your preparation time by 40% compared to self-study. You gain structured labs, expert instructors, and guaranteed exam readiness. Benefit from hands-on practice and personalized mentorship to dramatically improve your certification pass rates and professional confidence.
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