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Introduction to Power BI DAX

The Introduction to Power BI DAX course equips data analysts with essential skills to solve complex reporting challenges, such as calculating year-over-year growth and dynamic aggregations across large datasets. Designed for professionals preparing for the Microsoft Certified: Power BI Data Analyst Associate certification, it covers core DAX concepts including measures, calculated columns, time intelligence, and evaluation context—skills required by 78% of Power BI job postings on major platforms.

This course prepares learners for the PL-300 exam, which requires a passing score of 700/1000 and validates expertise in modeling and analyzing data with Power BI. Koenig Solutions delivers official Microsoft courseware with Guaranteed-to-Run dates, ensuring training proceeds even with a single participant, leading to certified proficiency in high-demand analytics capabilities.

16 Hours (2 Days)
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Course Overview

The Introduction to Power BI DAX course by Microsoft is designed for data analysts, business intelligence professionals, and report developers seeking to master Data Analysis Expressions (DAX) within Power BI semantic models. This intermediate-level training directly supports preparation for the Microsoft Certified: Power BI Data Analyst Associate certification (Exam PL-300), a credential recognized by over 75% of Fortune 500 companies leveraging Power BI for analytics. Participants will gain essential skills in writing DAX formulas, creating calculated columns and measures, and applying time intelligence functions—capabilities critical for roles such as Data Analyst, BI Developer, and Reporting Specialist. With Microsoft Power BI adopted by more than 250,000 organizations globally, proficiency in DAX significantly enhances employability and analytical impact.

Students engage with core Microsoft tools including Power BI Desktop, Power BI Service, and Microsoft Fabric, using official lab environments hosted on Azure-based virtual machines. The hands-on labs guide learners through building real-world solutions such as dynamic sales performance dashboards with fiscal year calculations, variance analysis, and custom date hierarchies. In one key project, students create a fully functional Date table using the CALENDARAUTO function, define calculated tables like Salesperson performance metrics, and implement explicit measures such as average unit price and year-over-year growth. These exercises are completed within Power BI Desktop’s formula bar environment, utilizing IntelliSense and DAX syntax validation to ensure accuracy and reinforce best practices in semantic model design.

This course prepares candidates for the PL-300 exam, which validates industry-relevant expertise in modeling and analyzing data with Power BI. Certified Power BI Data Analysts report an average salary increase of 20%, with mid-level professionals earning between $85,000 and $110,000 annually in North America. Koenig Solutions enhances this learning path with Guaranteed-to-Run batches, official Microsoft courseware, and optional 1-on-1 instructor coaching to ensure mastery of complex DAX concepts. Upon completion, learners are equipped to deliver advanced analytics, drive data-informed decision-making, and advance into senior analytics roles or consulting positions within enterprise data teams.

What You'll Learn

Write DAX formulas for Power BI semantic models to analyze data effectively
Create calculated columns in Power BI models to enhance data insights
Develop measures using DAX in Power BI for accurate reporting
Apply DAX time intelligence functions in Power BI to track trends over time
Create calculated tables in Power BI semantic models for advanced data analysis
Optimize DAX calculations for Microsoft Fabric to improve performance and efficiency

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in Excel formulas such as VLOOKUP, IF, and SUMIFS
  • Understanding of relational database concepts including Primary and Foreign keys
  • Experience with Power BI Desktop data import and familiarity with the Power BI Desktop interface
  • Basic understanding of Star Schema modeling
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Certification Exam

Everything you need to know about the Introduction to Power BI DAX certification exam

Exam Details
Exam Name
Introduction to Power BI DAX
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Candidates can retake the Microsoft exam 24 hours after an initial failure. Subsequent attempts follow standard Microsoft Exam Retake Policy waiting periods.
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Course Curriculum

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

1
Day 1– Introduction to Power BI DAX Syntax Fundamentals
Learn to build 15+ standard DAX patterns Write precise DAX formulas Utilize essential DAX operators Manage diverse DAX data types Resolve blank values efficiently Apply standard DAX syntax Execute core DAX functions like RELATED Implement optimized DAX variables
2
Day 2– Developing Calculated Columns and Tables for Star Schema
Build custom calculated columns Define dynamic calculated tables Master powerful iterator functions like SUMX Apply precise row context Filter calculated table data using FILTER Optimize column performance metrics Merge tables using DAX Debug complex formula errors
3
Day 3– Advanced Measures and Context Handling
Create high-impact explicit measures Analyze implicit measure behaviors Use advanced measure aggregation Apply complex filter context Manage critical context transitions Master the CALCULATE function Modify dynamic filter context Evaluate core context behavior
4
Day 4– Advanced DAX Functions and Optimization with DAX Studio
Use time intelligence functions Calculate precise year-to-date values Compare period-over-period performance Apply mandatory date tables for Star Schema Use robust logical functions Implement detailed information functions Optimize DAX query performance using DAX Studio Troubleshoot complex evaluation orders

What's Included in Your Training

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

Career Outcomes

78%

of Introduction to Power BI DAX certified professionals report career advancement within 6 months

Salary Impact

+15%

Average salary increase reported after obtaining the Introduction to Power BI DAX 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
  • Power BI Analyst
  • Data Analyst
  • Business Intelligence Developer
  • DAX Developer
  • Report Developer
  • BI Consultant

Companies Hiring

5,000+
Microsoft Accenture Deloitte PwC EY Infosys TCS JPMorgan Chase Bank of America

and 5,000+ organizations worldwide seeking Introduction to Power BI DAX certified professionals

Real Transformations

Course Student 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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  • ★★★★★

    “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.

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    Business Intelligence Lead

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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.”

    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 Introduction to Power BI DAX training course

Is the certification exam included in the Introduction to Power BI DAX course, and what is the cost of the exam?
The official certification exam is not included in the Introduction to Power BI DAX course by Microsoft and requires separate purchase. The Microsoft PL-300 exam costs $165 USD via Pearson VUE, with regional pricing variations. You must register independently to earn the Microsoft Certified: Power BI Data Analyst Associate credential.
What training formats are available for the Introduction to Power BI DAX course, and is Guaranteed-to-Run scheduling offered?
Koenig Solutions offers live online, classroom, and self-paced formats for the Introduction to Power BI DAX course. Live options feature expert-led, real-time interaction. Our Guaranteed-to-Run scheduling ensures your session proceeds as planned, preventing delays and helping you maintain consistent momentum toward your Microsoft certification goals.
How long is lab access provided for the Introduction to Power BI DAX course, and what type of environment is used?
You receive 90 days of lab access for the Introduction to Power BI DAX course starting from your enrollment date. These labs utilize secure, cloud-hosted sandbox environments powered by Microsoft Learn and Azure. You get instant, browser-based access to Power BI Desktop and Service without needing complex local installations.
What is Koenig Solutions' rescheduling and cancellation policy for the Introduction to Power BI DAX course?
Koenig allows free rescheduling for the Introduction to Power BI DAX course up to 7 days before your start date. Cancellations made over 10 days out incur a 10% administrative fee, while those within 10 days carry a 25% charge. Please submit all requests via the Koenig student portal for support verification.
What is the format, number of questions, passing score, and time limit for the PL-300 certification exam associated with this course?
The PL-300 exam features 40–60 questions, including case studies and drag-and-drop tasks, with a 100-minute limit. A score of 700/1,000 is required to pass. Proctored by Pearson VUE, it validates your expertise in data modeling, visualization, and DAX proficiency within the Microsoft Power BI ecosystem.
How long is the Microsoft Power BI Data Analyst Associate certification valid, and what is the renewal process and cost?
The Microsoft Power BI Data Analyst Associate certification remains valid for 12 months. You can renew it annually for free via an unproctored online assessment on Microsoft Learn. This 45-minute assessment covers the latest Power BI updates and must be completed within six months of your certification expiration date.
What post-training support does Koenig provide after completing the Introduction to Power BI DAX course?
After your Introduction to Power BI DAX course, Koenig provides 6 months of mentorship via email and scheduled calls. You also gain access to exclusive forums, updated study resources, and one free course retake within 12 months, ensuring you remain fully supported throughout your exam preparation and certification journey.
What prerequisites or prior experience are recommended before taking the Introduction to Power BI DAX course?
We recommend at least 6 months of hands-on experience with Power BI Desktop, data modeling, and report creation before starting the Introduction to Power BI DAX course. Familiarity with Excel formulas and relational databases will help you master complex DAX functions faster and prepare effectively for the PL-300 exam.
What is the average salary increase or career impact for professionals who complete the Introduction to Power BI DAX course and earn the certification?
Professionals earning the Microsoft Power BI Data Analyst Associate certification report an 18% average salary increase. U.S. analysts typically earn between $85,000 and $110,000 annually. Furthermore, 73% of certified individuals secure new roles in business intelligence or data engineering within six months of completing their certification.
How does instructor-led training for Introduction to Power BI DAX compare to self-study in terms of exam success and learning outcomes?
Instructor-led training for Introduction to Power BI DAX delivers a 32% higher pass rate than self-study. Live guidance reduces your preparation time by 40 hours on average. You gain deeper mastery of complex DAX functions and time intelligence through structured, real-time feedback and expert-led lab strategies.
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