Data Transformation Using Spark
Data Transformation Using Spark by Microsoft teaches data engineers and analysts how to process and analyze large-scale data using Apache Spark in Microsoft Fabric, solving the critical challenge of inefficient data pipelines in enterprise analytics. With 74% of organizations adopting cloud data platforms like Fabric, mastering Spark for scalable transformation is essential for timely insights.
This course prepares learners for the Microsoft Certified: Fabric Analytics Engineer Associate (DP-600) certification, enhancing career readiness with Koenig’s Guaranteed-to-Run dates and official vendor-authorized courseware. Gain hands-on expertise to build optimized data solutions and advance into high-impact analytics engineering roles.
Training Formats & Pricing
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Course Overview
The Data Transformation Using Spark course by Microsoft is designed to equip data professionals with essential skills for processing large-scale data within Microsoft Fabric. Tailored for data engineers, data analysts, and analytics engineers, this course focuses on leveraging Apache Spark for data transformation tasks such as cleaning, aggregating, and preparing data in lakehouse environments. With over 2,500 enterprises adopting Microsoft Fabric for unified analytics as of 2026, expertise in Spark-based transformation is increasingly in demand across industries seeking scalable data solutions.
This course provides hands-on experience with core Microsoft Fabric components, including Spark pools, notebooks, Delta tables, OneLake, and the Spark runtime for PySpark and Spark SQL. Students work directly in the Fabric portal, where they build and execute Spark notebooks to transform raw data into structured Delta tables using real-world scenarios such as creating star schemas for analytical reporting. Through guided labs, learners configure Spark environments, optimize write operations, and process data at scale, gaining practical experience in a cloud-based lab environment that mirrors enterprise data workflows.
The course prepares candidates for the Microsoft Certified: Fabric Analytics Engineer Associate certification (Exam DP-600), a credential recognized for validating enterprise-scale analytics expertise. Professionals with this certification can pursue roles with average base salaries ranging from $110,000 to $145,000 in the United States, reflecting strong market demand. Koenig Solutions enhances learning with Guaranteed-to-Run scheduling and 1-on-1 training using official Microsoft courseware, ensuring mastery of Spark-based data transformation. Completing this course positions learners to lead data preparation initiatives and advance into senior analytics engineering roles within modern data platforms.
What You'll Learn
Skills You'll Gain
Prerequisites
- Basic understanding of the Microsoft Fabric interface and key concepts related to data transformation using Spark
- Experience working with Apache Spark in Azure Synapse Analytics for efficient data processing
- Ability to manage Azure storage accounts and data lake storage for scalable data solutions
- Proficiency in using Spark notebooks to perform data transformation tasks
- Knowledge of Delta tables and Parquet file formats to optimize data storage and retrieval
- Hands-on experience with PySpark or Spark SQL within a notebook environment to manipulate large datasets
Certification Exam
Everything you need to know about the Data Transformation Using Spark certification exam
Course Curriculum
Structured learning with hands-on labs and real-world scenarios
1
Day 1– Master Data Transformation Using Spark in Microsoft Fabric
2
Day 2– Efficient Data Shaping and Cleaning with Spark
3
Day 3– Advanced Data Aggregation and Enrichment Techniques
4
Day 4– Delta Table Management and Performance Optimization
5
Day 5– Orchestration and Production-Ready Spark Workflows
What's Included in Your Training
Every enrollment comes packed with resources to maximise your learning and exam success
Official Courseware
Hands-On Lab Environment (30 days)
Exam Preparation Materials
Practice Test Questions (200+)
Certificate of Completion
Post-Training Support (30 days)
Session Recording Access
Free Rescheduling (7+ days notice)
Hands-On Lab
Live Lab Sandbox
Real EnvironmentPractice 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 GuideComprehensive lab guide with detailed instructions, screenshots, and troubleshooting tips.
Post-Training Access
30 Days30 days of extended lab access after your training ends so you can continue practicing.
Career Outcomes
of Data Transformation Using Spark certified professionals report career advancement within 6 months
Salary Impact
Average salary increase reported after obtaining the Data Transformation Using Spark certification
*Source: Glassdoor / LinkedIn 2025
Job Roles
- Data Engineer
- Analytics Engineer
- Fabric Data Engineer
- Data Platform Engineer
- Cloud Data Engineer
- Data Pipeline Engineer
Companies Hiring
and 5,000+ organizations worldwide seeking Data Transformation Using Spark 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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“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.”
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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.”
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
Resources
Learn more about Data Transformation Using Spark before you enroll
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