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Master Data Engineering with Azure Synapse and PySpark

Master Data Engineering with Azure Synapse and PySpark equips data engineers with the skills to design and implement scalable data processing solutions using Azure Synapse Analytics and PySpark. Targeting professionals managing complex data pipelines, this course addresses the growing demand for expertise in unified analytics platforms—Microsoft reports over 500,000 Azure data engineer certification holders globally. You’ll gain hands-on experience in batch and stream processing, data transformation, and secure pipeline development aligned with real-world industry requirements.

This course prepares learners for the Microsoft Certified: Azure Data Engineer Associate (DP-203) exam. Koenig Solutions provides official Microsoft-authorized courseware and 30-day lab access, ensuring practical mastery. By completing this training, you’ll be positioned to build high-performance data solutions that drive enterprise analytics and advance your career in cloud data engineering.

40 Hours (5 Days)
Live Online / Classroom
0+ professionals trained

Training Formats & Pricing

1-on-1 USD 3,510
Dedicated instructor, your schedule Fastest
Public Batch USD 2,700
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Self-Paced On Request
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Course Overview

The Microsoft course Master Data Engineering with Azure Synapse and PySpark is designed for data professionals preparing for the DP-700: Implementing Data Engineering Solutions Using Microsoft Fabric certification exam. This comprehensive training serves aspiring Data Engineers, Cloud Data Architects, and Analytics Engineers who need to master modern data processing in Azure. With over 80% of Fortune 500 companies adopting Microsoft Azure for cloud analytics, demand for certified professionals with hands-on expertise in Synapse and PySpark continues to grow across industries such as finance, healthcare, and e-commerce.

Participants engage directly with core Microsoft technologies including Azure Synapse Analytics, Apache Spark pools, Delta Lake, OneLake, Azure Data Factory, and Power BI. The course features immersive hands-on labs conducted within the Azure Portal, where students build end-to-end data solutions using real-world scenarios. A key project involves creating a scalable data pipeline that ingests raw NYC taxi trip data from Azure Open Datasets, transforms it using PySpark in Synapse notebooks, applies data quality rules, saves results as Delta Lake tables, and connects serverless SQL pools for querying—demonstrating seamless integration across the Azure analytics stack.

This course prepares learners for the Microsoft Certified: Fabric Data Engineer Associate credential, recognized globally as a benchmark for cloud data engineering proficiency. According to industry reports, certified Azure data engineers earn between $95,000 and $150,000 annually in the U.S., with senior roles exceeding $160,000 in high-demand sectors. Koenig Solutions enhances this learning path with Guaranteed-to-Run batches, official Microsoft courseware, and access to expert instructors through 1-on-1 mentoring, ensuring mastery of complex topics like Spark optimization, data orchestration, and performance tuning. Completing Master Data Engineering with Azure Synapse and PySpark positions professionals to lead enterprise-scale analytics initiatives and advance into cloud data leadership roles.

What You'll Learn

Analyze data efficiently with Apache Spark 3.x to reduce query latency by up to 40% within Azure Synapse Analytics.
Transform data seamlessly using PySpark DataFrames in Azure Synapse to achieve high-throughput data processing.
Partition and optimize large datasets in Azure Synapse Spark pools to boost performance by 30% and reduce compute costs.
Architect integrated Azure Synapse Spark and SQL pool workflows to streamline end-to-end data engineering pipelines.
Implement Delta Lake for reliable transactional data management within Azure Synapse to ensure ACID compliance in data lakes.
Orchestrate complex data pipelines with Azure Synapse Pipelines to automate data movement and transformation tasks.

Prerequisites

Recommended knowledge before taking this course
  • Hands-on experience with Azure Synapse Analytics workspace and serverless Apache Spark pools, essential for mastering data engineering with Microsoft’s Azure Synapse and PySpark.
  • Strong proficiency in PySpark for data transformation and analysis, enabling efficient processing of large datasets in cloud environments.
  • Solid understanding of Azure Data Lake Storage Gen2 (ADLS Gen2) and the ability to configure storage accounts, which are critical for scalable data storage solutions in Azure data engineering.
  • Skills to assign and manage the Storage Blob Data Contributor role on ADLS Gen2 file systems, ensuring secure and controlled data access.
  • Knowledge of creating and managing linked services in Azure Synapse, facilitating seamless data connectivity and integration.
  • Working familiarity with distributed Spark architecture, including Resilient Distributed Datasets (RDDs) and data partitioning, foundational for building scalable data pipelines.
  • Microsoft’s 'Master Data Engineering with Azure Synapse and PySpark' course prepares learners to leverage these skills for real-world data engineering projects.
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Certification Exam

Everything you need to know about the Master Data Engineering with Azure Synapse and PySpark certification exam

Exam Details
Exam Name
Master Data Engineering with Azure Synapse and PySpark
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Microsoft allows a retake after 24 hours for the first attempt; subsequent retakes require a 14-day waiting period
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Master Data Engineering with Azure Synapse and PySpark

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Course Curriculum

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

1
Day 1– Master Data Engineering with Azure Synapse and PySpark Foundations
Identify Microsoft data engineering workloads on Azure Describe Azure Data Lake Storage Gen2 architecture Enable ADLS Gen2 in secure storage accounts Organize data lake into efficient staging zones Apply RBAC and ACLs for secure data access Query Parquet files using serverless SQL pools Query CSV and JSON via serverless SQL engines Create external tables in serverless SQL environments
2
Day 2– Data Transformation with Apache Spark and Microsoft Azure
Configure Spark pools in Azure Synapse Analytics Explore enterprise data with Spark notebooks Transform data using optimized PySpark DataFrames Flatten nested structures and explode complex arrays Partition data for high-performance query optimization Use Spark SQL for scalable data transformation Create performant Delta Lake tables in Spark Query Delta Lake from dedicated SQL pools
3
Day 3– Data Warehousing and Pipeline Orchestration with Microsoft
Design relational warehouse schemas for analytics Create fact and dimension tables for reporting Load data using PolyBase and COPY statements Optimize dedicated SQL pool load performance Implement robust workload management strategies Build automated pipelines in Synapse Studio Use data flow activities in integration pipelines Orchestrate notebook execution in Synapse pipelines
4
Day 4– Hybrid Processing and Real-Time Analytics with Azure Synapse
Configure Azure Synapse Link for Cosmos DB Query Cosmos DB analytical store with Spark Analyze linked SQL data with Spark clusters Process streaming data with Stream Analytics Define window functions for event stream processing Ingest real-time data into Synapse workspaces Visualize streaming data using Power BI dashboards Scale Stream Analytics jobs for peak demand
5
Day 5– Security, Integration, and Governance for Data Engineers
Secure Synapse workspace with network firewalls Manage sensitive secrets using Azure Key Vault Implement row-level and column-level security Apply dynamic data masking in SQL pools Catalog enterprise assets using Microsoft Purview Integrate Purview with Synapse Analytics platforms Track data lineage in automated pipelines Monitor Spark jobs and optimize system performance

What's Included in Your Training

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

Career Outcomes

82%

of Master Data Engineering with Azure Synapse and PySpark certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Master Data Engineering with Azure Synapse and PySpark 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
  • Data Engineer
  • Azure Data Engineer
  • Big Data Engineer
  • Senior Data Engineer
  • Data Pipeline Engineer
  • Azure Synapse Engineer

Companies Hiring

5,000+
Microsoft Accenture Deloitte Capgemini Infosys TCS JPMorgan Chase Goldman Sachs Bank of America Walmart

and 5,000+ organizations worldwide seeking Master Data Engineering with Azure Synapse and PySpark 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.

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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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    Azure Administrator

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    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

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    CISO, Financial Services

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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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  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

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    Cloud Solutions Architect

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  • ★★★★★

    “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.”

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    Head of L&D, UK Enterprise

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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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    Data Platform Engineer

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  • ★★★★★

    “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

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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
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