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Applied Data Analytics with Excel, SQL, Power BI and Python (Microsoft)

The Applied Data Analytics with Excel, SQL, Power BI and Python course equips data analysts and business intelligence professionals with integrated skills to transform raw data into strategic insights, solving the critical industry challenge of fragmented tool expertise. With demand for data analysts growing 3.3% annually—outpacing the overall tech average—this Microsoft training bridges Excel data manipulation, SQL querying, Power BI visualization, and Python automation to deliver end-to-end analytics proficiency.

This course prepares learners for the Microsoft Certified: Data Analyst Associate certification (DP-600), leveraging Koenig’s official vendor-authorized courseware and 30-day lab access. Graduates gain a recognized credential that validates their ability to drive data-driven decisions in modern enterprises.

40 Hours (5 Days)
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0+ professionals trained

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Course Overview

The Applied Data Analytics with Excel, SQL, Power BI and Python course by Microsoft is designed for aspiring data analysts, business intelligence specialists, and data-driven decision-makers seeking to master essential tools for transforming raw data into actionable insights. This comprehensive program prepares learners for the Microsoft Certified: Data Analyst Associate certification (exam PL-300), equipping them with skills to collect, clean, model, and visualize data using Microsoft’s core analytics stack. With demand for data analysts projected to grow 10% through 2030 according to U.S. Bureau of Labor Statistics, this course serves critical roles such as junior data analyst, reporting specialist, and business intelligence developer who need to interpret complex datasets and communicate findings effectively.

Students gain hands-on experience with Microsoft Excel, SQL Server, Power BI, and Python, leveraging built-in tools like Power Query, Data Analysis Expressions (DAX), and Copilot for data transformation and AI-powered insights. Through guided labs in the Azure environment, learners build end-to-end analytics solutions, including connecting to diverse data sources, cleaning and transforming datasets, creating semantic models, and designing interactive dashboards. A key project involves analyzing a real-world sales dataset using SQL for data extraction, Excel for preliminary analysis, and Power BI for visualization, culminating in a dynamic report that demonstrates trends, forecasts, and performance metrics using natural language queries via Copilot.

This course directly supports career advancement toward the industry-recognized Microsoft Certified: Data Analyst Associate credential, which validates expertise in delivering data-driven insights using Power BI and is highly valued by employers implementing Microsoft data platforms. According to Microsoft’s 2023 Workforce Learning Trends, professionals with Power BI certifications earn an average of $85,000 annually in the United States. Koenig Solutions enhances learning with Guaranteed-to-Run scheduling and 1-on-1 instructor support using official Microsoft courseware, ensuring mastery of exam objectives. Graduates are prepared to design scalable analytics solutions, enable self-service reporting, and drive strategic decision-making across modern data organizations.

What You'll Learn

Execute advanced data manipulation and statistical analysis using Microsoft Excel functions and PivotTables within the Applied Data Analytics with Excel, SQL, Power BI and Python course by Microsoft.
Construct complex SQL queries to join relational tables, filter datasets, and manage database records for efficient data retrieval.
Automate data extraction and transformation workflows using Power Query to clean and prepare raw datasets for analysis.
Deploy relational data models and perform DAX calculations within Microsoft Power BI to generate actionable business insights.
Design interactive Power BI dashboards to visualize trends, patterns, and key performance indicators for stakeholders.
Implement Python scripts to process large datasets, automate repetitive analytical tasks, and uncover hidden patterns through statistical modeling.

Skills You'll Gain

Excel Data Analysis SQL Querying Power BI Dashboards Python Data Analysis Power Query Transformation DAX Measures Data Visualization Relational Databases Pandas DataFrames Matplotlib Charts Power BI Data Models T-SQL Excel PivotTables Python pandas Power BI Reports Data Cleaning Power BI

Prerequisites

Recommended knowledge before taking this course
  • This comprehensive curriculum, designed to prepare learners for professional data analytics certification, recommends a basic understanding of spreadsheet fundamentals, including Excel navigation and data entry.
  • Required technical prerequisites for the Applied Data Analytics with Excel, SQL, Power BI and Python curriculum include familiarity with relational database concepts and the ability to write SQL queries, along with access to SQL Server Management Studio or an Azure SQL Database environment.
  • Recommended foundational skills include experience in connecting to and importing data from various sources into Excel or Power BI to ensure readiness for the Applied Data Analytics with Excel, SQL, Power BI and Python program.
  • Learners should possess the ability to create and interpret basic data visualizations, such as charts and pivot tables, to succeed in the Applied Data Analytics with Excel, SQL, Power BI and Python curriculum.
  • Required technical environment: Learners must have Microsoft 365 installed, including the latest version of Power BI Desktop, to complete the hands-on labs in the Applied Data Analytics with Excel, SQL, Power BI and Python program.
  • While foundational, proficiency in Power Query for data transformation and a working knowledge of Data Analysis Expressions (DAX) are highly recommended to maximize learning outcomes in this Applied Data Analytics with Excel, SQL, Power BI and Python curriculum.
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Certification Exam

Everything you need to know about the Applied Data Analytics with Excel, SQL, Power BI and Python (Microsoft) certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
You may retake the exam 24 hours after your first attempt. Subsequent retakes require a mandatory 14-day waiting period.
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Course Student Reviews

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4.9 / 5
Average Rating
95%
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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
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