Microsoft Fabric: Data Factory Migration and Transformation
This course teaches data engineers how to migrate Azure Data Factory pipelines to Microsoft Fabric using built-in assessment tools, handle compatibility gaps, and leverage new orchestration capabilities. Designed for cloud data professionals managing enterprise ETL workloads, it solves the critical challenge of modernizing legacy pipelines amid growing demand—fewer than 14,000 professionals globally hold the DP-700 certification, creating a significant skills gap.
Prepare for the Microsoft Certified: Fabric Data Engineer Associate (DP-700) exam with Koenig’s official vendor-authorized courseware and 30-day lab access. Gain hands-on experience in pipeline migration, security configuration, and performance optimization to accelerate your role in high-impact data modernization projects.
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Course Overview
The Microsoft Fabric: Data Factory Migration and Transformation course by Microsoft is designed for data engineers, analytics engineers, and cloud architects responsible for modernizing data integration workflows. This training prepares professionals for the DP-700: Implementing Data Engineering Solutions Using Microsoft Fabric exam, a key requirement for earning the Microsoft Certified: Fabric Data Engineer Associate credential. Learners will gain expertise in transitioning Azure Data Factory (ADF) pipelines to Microsoft Fabric’s unified analytics platform, focusing on architectural differences, migration planning, and incremental cutover strategies. With over 10,000 organizations—including enterprise leaders like Toyota and Siemens—already adopting Microsoft Fabric, demand for certified professionals who can lead this transition is rapidly increasing.
Participants engage with core Microsoft technologies including Fabric Data Factory, OneLake, Dataflow Gen 2, Copilot in Fabric, deployment pipelines, and variable libraries within a hands-on lab environment accessed through the Azure portal. The course includes guided labs where students build end-to-end Medallion task flows using bronze, silver, and gold data layers to implement scalable, ACID-compliant data architectures. Learners configure pipeline expression builders, set up event-based triggers, and use the built-in upgrade tool to assess, migrate, and validate ADF pipelines directly into Fabric workspaces. A key project involves mounting an existing Azure Data Factory into a Fabric workspace for side-by-side comparison, remediating compatibility gaps, and orchestrating seamless data movement across batch, CDC, and real-time streams.
This course directly supports preparation for the DP-700 certification, which is recognized globally as validation of advanced data engineering skills in Microsoft’s modern analytics stack. Certified professionals report salary ranges from $115,000 to $148,000 annually in the U.S., with a typical uplift of 15–25% post-certification. Koenig Solutions enhances this learning path with Guaranteed-to-Run batches and official Microsoft courseware, ensuring consistent access to updated content aligned with exam objectives. Completing this training positions individuals to lead enterprise-scale migrations, optimize analytics solutions, and advance into senior roles such as Fabric Data Engineer or Data Platform Architect in organizations modernizing their data infrastructure.
What You'll Learn
Prerequisites
- Foundational knowledge of data warehousing concepts and ETL/ELT lifecycles
- Proficiency in SQL for data manipulation within Microsoft Fabric data pipelines
- Hands-on experience with PySpark for data transformation in Microsoft Fabric environments
- Familiarity with Kusto Query Language (KQL) for querying data in Microsoft Fabric
- Understanding of Azure Data Factory pipeline architecture and components as part of Microsoft Fabric migration projects
- Understanding of Copy Activity, Dataflows Gen2, and Pipeline triggers within the Fabric workspace
- Familiarity with DP-600 (Implementing Analytics Solutions Using Microsoft Fabric) exam objectives
- Active Microsoft Fabric capacity or trial subscription access for hands-on labs
Certification Exam
Everything you need to know about the Microsoft Fabric: Data Factory Migration and Transformation certification exam
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Career Outcomes
of Microsoft Fabric: Data Factory Migration and Transformation certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Microsoft Fabric: Data Factory Migration and Transformation certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Fabric Data Engineer
- Data Integration Specialist
- Cloud Data Architect
- ETL Solutions Engineer
- Analytics Platform Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking Microsoft Fabric: Data Factory Migration and Transformation certified professionals
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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“SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”
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“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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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.”
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★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified -
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
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.”
SC-300 Certified ✓ Verified
-
★★★★★
“AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
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.”
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.”
DP-600 Certified ✓ Verified -
★★★★★
“Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”
AZ-400 Team Training ✓ Verified
Frequently Asked Questions
Everything you need to know about the Microsoft Fabric: Data Factory Migration and Transformation training course
Is the certification exam included in the Microsoft Fabric: Data Factory Migration and Transformation course, and what is the exam fee?
What training formats are available for the Microsoft Fabric: Data Factory Migration and Transformation course at Koenig Solutions?
How long is lab access provided, and what type of environment is used for the Microsoft Fabric: Data Factory Migration and Transformation course?
What is Koenig's rescheduling and cancellation policy for the Microsoft Fabric: Data Factory Migration and Transformation course?
What is the format, number of questions, passing score, and time limit for the Microsoft Fabric certification exam?
How long is the Microsoft Fabric certification valid, and what is the renewal process and cost?
What post-training support does Koenig provide after completing the Microsoft Fabric: Data Factory Migration and Transformation course?
What prerequisites or prior experience are recommended for the Microsoft Fabric: Data Factory Migration and Transformation course?
What is the average salary impact or career benefit after earning the Microsoft Fabric Data Engineer certification?
How does instructor-led training for Microsoft Fabric compare to self-study for certification success?
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