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Azure Databricks and Data Services Integration Intermediate

This Azure Databricks course equips data engineers with skills to build scalable lakehouse solutions using Unity Catalog, Delta Lake, and Spark on Azure. Designed for professionals managing enterprise data pipelines, it solves the growing challenge of securing and governing large-scale analytics workloads. With demand for cloud data engineers rising 35% year-over-year, this training delivers job-ready expertise in modern data architecture.

Prepares learners for the Microsoft Certified: Azure Databricks Data Engineer Associate certification. Koenig offers Guaranteed-to-Run dates and 30-day lab access for hands-on practice. Master production-grade data engineering to drive AI-ready data strategies in enterprise environments.

56 Hours (7 Days)
Live Online / Classroom
19+ professionals trained

Training Formats & Pricing

1-on-1 USD 3,150
Dedicated instructor, your schedule Fastest
Public Batch USD 2,300
Group class, fixed schedule Most Popular
Self-Paced On Request
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Course Overview

The Microsoft Azure Databricks course is designed for data engineers, data analysts, and cloud professionals seeking to master large-scale data analytics and engineering on the Azure platform. This training prepares learners for the Microsoft Certified: Azure Databricks Data Engineer Associate certification (exam DP-750), equipping them with skills to build, secure, and maintain production-grade data pipelines. Target roles include Data Engineer, Data Analyst, and Cloud Data Architect. With over 10,000 Azure Databricks-related job postings in the U.S. alone as of 2026, demand for certified professionals continues to grow across industries such as finance, healthcare, and technology.

This course covers key technologies including Azure Databricks, Apache Spark, Delta Lake, Unity Catalog, Microsoft Purview, and Azure Data Factory. Through hands-on labs in the Azure Databricks workspace, students configure clusters, ingest data from Azure Data Lake, and build end-to-end ETL pipelines using PySpark and Spark SQL. A core project involves designing a governed lakehouse solution with Unity Catalog to enforce data security and lineage tracking. Learners also use Lakeflow Jobs to orchestrate and automate workflows, simulating real-world scenarios like processing streaming transit data for analytics. All labs are conducted within the official Azure portal and Databricks environment, ensuring alignment with enterprise deployment practices.

Earning the Microsoft Certified: Azure Databricks Data Engineer Associate credential validates expertise recognized by leading employers such as NTT DATA, Microsoft, and JPMorgan Chase. Certified professionals command median salaries of $128,050 per year in the U.S., with strong career advancement into senior data engineering and AI infrastructure roles. Koenig Solutions enhances preparation with Guaranteed-to-Run instructor-led training, 1-on-1 mentoring, and access to official Microsoft courseware. Completing this path empowers professionals to lead data transformation initiatives, driving innovation through scalable, secure, and production-ready analytics solutions in the cloud.

What You'll Learn

✓Provision an Azure Databricks workspace to accelerate your big data projects with Microsoft’s cloud platform
✓Leverage Apache Spark within Azure Databricks to efficiently process large-scale data in the cloud
✓Manage data seamlessly with Delta Lake in Azure Databricks, ensuring data reliability and performance
✓Create declarative data pipelines using Delta Live Tables on Azure Databricks for automated data workflows
✓Orchestrate complex workloads with Lakeflow Jobs in Azure Databricks to optimize data operations
✓Secure your data assets with Unity Catalog and Microsoft Purview integrated into Azure Databricks for comprehensive governance

Skills You'll Gain

Azure Databricks Workspace Unity Catalog Management Delta Table Optimization Lakeflow Spark Pipelines Azure Databricks Compute Data Ingestion Schema Enforcement Data Quality Constraints ETL Pipeline Design Spark Structured Streaming Auto Loader Configuration Photon Acceleration Z-Ordering Liquid Clustering Delta Sharing Cluster Performance Tuning Managed Identities

Prerequisites

Recommended knowledge before taking this course
  • Basic understanding of data analytics principles, essential for mastering Azure Databricks data workflows
  • Proficiency in Python programming, including hands-on experience with PySpark and Jupyter notebooks, to efficiently process large datasets in Azure Databricks
  • Working knowledge of SQL for querying and transforming data with Spark SQL and DataFrames, enabling effective data manipulation in Azure Databricks environments
  • Familiarity with Azure core services such as Azure Storage and the Azure portal, crucial for integrating and managing data in Azure Databricks projects
  • Understanding of file formats like CSV, JSON, and Parquet within distributed data systems, vital for optimal data storage and retrieval in Azure Databricks
  • Experience with Git version control basics for managing code in data engineering workflows, ensuring collaboration and code integrity in Azure Databricks development
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Certification Exam

Everything you need to know about the Azure Databricks and Data Services Integration certification exam

Exam Details
Exam Name
Azure Databricks and Data Services Integration
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Candidates must wait 24 hours after the first failed attempt; subsequent attempts require a 14-day waiting period.
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Azure Databricks and Data Services Integration

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Course Curriculum

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

1
Day 1– Master Azure Databricks Fundamentals
Provision your Azure Databricks workspace Identify core Microsoft Azure Databricks workloads Master key Azure Databricks architecture concepts Govern data using Unity Catalog features Integrate Microsoft Purview with Unity Catalog Hands-on: Explore Azure Databricks cloud environments Evaluate module learning and certification outcomes
2
Day 2– Advanced Data Analysis in Azure Databricks
Ingest enterprise data from Azure Data Lake Integrate secure data from Azure SQL Database Use collaborative notebooks for rapid EDA Visualize complex data patterns and anomalies Manipulate large datasets via notebook interfaces Examine statistical correlations in massive datasets Evaluate module learning and certification outcomes
3
Day 3– Optimizing Apache Spark in Azure Databricks
Master Apache Spark distributed processing architecture Create and configure high-performance Spark clusters Execute efficient Spark jobs in notebooks Process CSV, JSON, and Parquet file formats Transform business data using Spark APIs Visualize insights with native Spark integrations Tune Spark performance settings for speed Evaluate module learning and certification outcomes
4
Day 4– Data Management with Delta Lake
Implement robust Delta Lake storage solutions Create and manage scalable Delta tables Implement strict schema enforcement rules Enable reliable ACID transactions on tables Use time travel for precise data versioning Recover historical data using time travel Ensure data integrity with checkpointing Evaluate module learning and certification outcomes
5
Day 5– Orchestrate Workloads with Lakeflow
Build efficient Lakeflow Declarative Pipelines Ingest data into real-time production pipelines Stream data using Delta Live Tables Deploy scalable workloads using Lakeflow Jobs Schedule automated job workflows for efficiency Monitor job execution and diagnostic logs Apply data quality rules within pipelines Evaluate module learning and certification outcomes

What's Included in Your Training

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

Career Outcomes

78%

of Azure Databricks and Data Services Integration certified professionals report career advancement within 6 months

Salary Impact

+20%

Average salary increase reported after obtaining the Azure Databricks and Data Services Integration 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
  • Azure Data Engineer
  • Databricks Data Engineer
  • Data Platform Engineer
  • Azure Analytics Engineer
  • Big Data Engineer
  • Azure Databricks Consultant

Companies Hiring

5,000+
Microsoft Deloitte Accenture Capgemini Infosys JPMorgan Chase Philip Morris International TCS

and 5,000+ organizations worldwide seeking Azure Databricks and Data Services Integration 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
4.9 / 5
Average Rating
95%
Would Recommend
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

Frequently Asked Questions

Everything you need to know about the Azure Databricks and Data Services Integration training course

Is the Azure Databricks certification exam included in the course fee, and what is the cost if separate?
The official Azure Databricks certification exam (DP-750) is not included in the Koenig Solutions course fee. You must purchase it separately for $165 USD directly through Pearson VUE. While Koenig may offer optional exam vouchers for your convenience, the exam fee remains a distinct cost from your professional training tuition.
What training formats does Koenig offer for Azure Databricks, and is Guaranteed-to-Run scheduling available?
Koenig provides Azure Databricks training via live online, classroom, 1-on-1, and self-paced Flexi formats. Our Guaranteed-to-Run policy ensures every batch proceeds as scheduled, regardless of enrollment size. This commitment allows you to book your travel and professional time with total confidence, knowing your instructor-led or on-demand session is confirmed to start on time.
How long is lab access provided, and what environment is used for Azure Databricks exercises?
You receive 6 months of lab access for Azure Databricks training via the Koenig LET Platform. We use Microsoft-hosted cloud sandboxes featuring real Azure subscriptions. These environments allow you to master workspace provisioning, Unity Catalog configuration, and pipeline building in a production-equivalent setup. You gain hands-on expertise without needing local infrastructure or complex software installations.
What is Koenig's rescheduling and cancellation policy for Azure Databricks training?
Koenig permits one free rescheduling of your Azure Databricks training if requested over 10 days before the start date. Changes within 10 days incur a 50% fee. Cancellations made 10 or fewer days prior also carry a 50% charge. Please provide written notice for all modifications to ensure your training records remain accurate and fully documented.
What is the format, number of questions, passing score, and time limit for the Azure Databricks exam?
The DP-750 exam is a 120-minute proctored assessment featuring scenario-based, multiple-choice, and drag-and-drop questions. You must achieve a scaled score of 700 out of 1000 to pass. The exam rigorously evaluates your proficiency in Azure Databricks workspace configuration, Unity Catalog governance, data processing, and enterprise-grade pipeline deployment.
How long is the Azure Databricks certification valid, and what is the renewal process and cost?
The Microsoft Certified: Azure Databricks Data Engineer Associate credential is valid for 12 months. You must renew it annually via a free, unproctored assessment on Microsoft Learn. This renewal covers the latest Azure Databricks service updates. If you fail to renew before expiration, you must retake the full DP-750 exam at the standard $165 cost.
What post-training support does Koenig provide after completing Azure Databricks training?
Koenig offers 6 months of post-training support, including session recordings, lab access, and expert mentor availability for technical questions. You also benefit from our Happiness Guarantee, which allows for a free course retake if you are unsatisfied. We provide career guidance and curated exam preparation resources to ensure you successfully achieve your professional certification goals.
What are the recommended prerequisites or experience needed for Azure Databricks training and certification?
To succeed in Azure Databricks training, you should have practical experience with SQL, Python, Git, and data pipeline development. We strongly recommend familiarity with Microsoft Entra ID, Azure Data Factory, and Azure Monitor. While there are no formal prerequisites, Microsoft suggests subject matter expertise in data transformation and workload optimization within Databricks environments.
What salary increase or career advancement can professionals expect after earning Azure Databricks certification?
Professionals holding Azure Databricks certification report median salaries of $135,000 annually in North America. Industry surveys indicate salary increases of 15–20% post-certification. You will qualify for high-demand roles like Data Engineer or Cloud Data Architect. LinkedIn Workforce Insights 2026 shows demand for these specialized skills is growing at 32% year-over-year.
How does Koenig's Azure Databricks training compare to self-study options in terms of success rate and time efficiency?
Koenig’s structured Azure Databricks training delivers a 94% pass rate, compared to 68% for self-study, per 2025 internal tracking. Our guided curriculum reduces your preparation time by 50%, enabling exam readiness in 40 hours versus 80+ hours independently. Expert instruction and labs accelerate your mastery of complex topics like Unity Catalog and Lakeflow Jobs.

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