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Data Analytics with Microsoft Fabric and Databricks

Data Analytics with Microsoft Fabric and Databricks equips data analysts and engineers with skills to unify data pipelines, implement lakehouse architectures, and deliver enterprise-scale analytics. It solves the challenge of fragmented data systems by teaching integration of Databricks’ advanced engineering with Fabric’s end-to-end analytics. Over 10,000 organizations now use Microsoft Fabric, driving demand for professionals who can bridge data engineering and analytics workflows using open standards like Delta Lake.

This course prepares learners for the Microsoft Certified: Fabric Analytics Engineer Associate (DP-600) exam, which requires a 700/1000 passing score. Koenig Solutions provides official vendor-authorized courseware and 30-day lab access, enabling hands-on practice with Direct Lake, semantic models, and Spark notebooks. Graduates gain the expertise to build governed, AI-ready data platforms and advance into high-impact analytics engineering roles.

32 Hours (4 Days)
Live Online / Classroom
0+ professionals trained

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1-on-1 USD 2,950
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Public Batch USD 2,250
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Self-Paced On Request
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Course Overview

The Data Analytics with Microsoft Fabric and Databricks course by Microsoft is designed for data professionals aiming to master modern analytics solutions using integrated cloud platforms. This program aligns with the Microsoft Certified: Fabric Analytics Engineer Associate certification (exam DP-600) and prepares learners for roles such as Data Analyst, Analytics Engineer, and Data Engineer. With over 90% of Fortune 500 companies adopting Microsoft Fabric for unified data analytics, this course meets growing industry demand for professionals skilled in end-to-end data pipelines. Participants will gain expertise in designing dimensional models, transforming data across lakehouses and warehouses, and delivering AI-ready analytics using Microsoft’s integrated platform.

Learners engage with core Microsoft technologies including Microsoft Fabric, Azure Databricks, Power BI, Synapse Data Engineering, Data Factory, and OneLake. Through hands-on labs in the Azure Portal, students build real-world analytics solutions such as integrating streaming data from disparate sources, creating AI agents, and constructing semantic models using Direct Lake mode. A key project involves simulating a retail merger scenario—ingesting and analyzing combined datasets from Contoso and Litware Inc. using Delta Live Tables and Spark SQL in a unified Fabric environment. These exercises emphasize secure data governance, performance optimization, and cross-platform interoperability between Fabric and Databricks.

This training prepares candidates for the Microsoft Certified: Fabric Analytics Engineer Associate credential, recognized globally for its rigor and alignment with enterprise data strategies. Certified professionals command competitive salaries, with Analytics Engineers earning between $110,000 and $145,000 annually in the U.S. market. Koenig Solutions enhances learning outcomes with official Microsoft courseware, Guaranteed-to-Run scheduling, and expert-led instruction, ensuring hands-on mastery. Completing this course positions data professionals to lead analytics transformation initiatives, driving data-driven decision-making and AI integration across modern enterprise environments.

What You'll Learn

Configure dimensional models using star schema design patterns within Microsoft Fabric Lakehouses.
Execute data transformations using PySpark notebooks and Delta Lake to prepare datasets for downstream analytics.
Provision seamless integration between Azure Databricks and Microsoft Fabric OneLake to unify analytics workflows.
Implement granular security controls and data governance policies to ensure compliance and privacy across the analytics estate.
Deploy automated data pipelines using Fabric Data Factory to orchestrate complex ETL processes.
Optimize Power BI semantic models using Direct Lake mode to achieve high-performance query execution.

Skills You'll Gain

Data Analytics Microsoft Fabric Azure Databricks Data Engineering Lakehouse Architecture Delta Tables Spark SQL PySpark Kusto Query Language DAX Queries SQL Analytics Unity Catalog OneLake Integration Eventstreams Processing Semantic Models Real-Time Dashboards ETL Pipelines

Prerequisites

Recommended knowledge before taking this course
  • Familiarity with core Azure services and architecture, such as resource groups, storage accounts, and identity management, is recommended for mastering Data Analytics with Microsoft Fabric and Databricks by Microsoft.
  • A solid understanding of data analytics concepts like data ingestion, transformation, and visualization will help you leverage the full potential of this course.
  • Experience with SQL for querying relational data is essential to efficiently analyze and interpret data within Microsoft Fabric and Databricks environments.
  • Basic knowledge of Microsoft Fabric workspace management and item organization enhances your ability to navigate and utilize the platform effectively.
  • Working familiarity with Azure Databricks and Unity Catalog prepares you to implement scalable data engineering solutions.
  • An understanding of data engineering workflows and notebook-based development ensures you can build and manage complex data pipelines confidently.
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Certification Exam

Everything you need to know about the Data Analytics with Microsoft Fabric and Databricks certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
24 hours for the first retake, 14 days for subsequent attempts
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Data Analytics with Microsoft Fabric and Databricks

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Course Curriculum

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

1
Day 1– Mastering Microsoft Fabric and Databricks Architecture
Analyze Microsoft Fabric unified architecture Master essential Microsoft Fabric workloads Provision secure Fabric workspace and OneLake Navigate Fabric UI and data shortcuts Integrate Azure Databricks with Microsoft Fabric Configure optimized Databricks workspace settings Access OneLake data from Databricks environment Execute Spark code in Databricks notebooks
2
Day 2– Data Ingestion and Lakehouse Implementation Strategies
Streamline ingestion using Dataflows Gen2 Architect and manage scalable lakehouses Load enterprise data from ADLS Gen2 Deploy shortcuts for efficient data sharing Transform complex data with Power Query Implement robust incremental data loads Monitor automated data ingestion pipelines Validate data integrity in lakehouse tables
3
Day 3– Advanced Data Transformation with Spark and SQL
Process massive datasets using PySpark Query high-speed data with Spark SQL Leverage T-SQL in Fabric warehouse Develop optimized views and stored procedures Apply schema evolution in Delta tables Boost Delta table performance and speed Execute Dataflows Gen2 for scalable ETL Orchestrate enterprise jobs with Pipelines
4
Day 4– Governance, Security, and Data Quality Standards
Implement Unity Catalog in Databricks Manage granular data access with ACLs Classify and label sensitive corporate data Enforce row- and column-level security Integrate Microsoft Purview for enterprise governance Track end-to-end data lineage in Fabric Define automated data quality rules Monitor critical data quality metrics
5
Day 5– Analytics, AI, and Real-Time Intelligence Mastery
Build high-performance semantic models in Fabric Create Power BI reports via Direct Lake Explore real-time data using KQL queries Process live streaming data in Eventhouse Develop AI agents using Fabric Data Agents Use Foundry for actionable AI-driven insights Deploy production-ready Databricks notebooks Automate complex workflows with Lakeflow Jobs

What's Included in Your Training

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

Career Outcomes

82%

of Data Analytics with Microsoft Fabric and Databricks certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Data Analytics with Microsoft Fabric and Databricks 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 Engineer
  • Analytics Engineer
  • Data Analyst
  • Cloud Data Architect
  • Azure Databricks Engineer

Companies Hiring

5,000+
Microsoft Accenture Deloitte Infosys Wipro Capgemini Goldman Sachs JPMorgan Chase EY Cognizant

and 5,000+ organizations worldwide seeking Data Analytics with Microsoft Fabric and Databricks 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
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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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