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DP-3027: Implement a Data Engineering Solution with Azure Databricks

The <b>DP-3027: Implement a Data Engineering Solution with Azure Databricks</b> course equips learners with essential skills to design and implement data engineering solutions using <b>Azure Databricks</b>. This course covers critical topics such as data ingestion, transformation, and optimization, enabling participants to leverage big data technologies effectively. <br><br>By the end of the course, students will be able to apply best practices in data management, <b>build scalable data pipelines</b>, and integrate machine learning models. With hands-on exercises and real-world scenarios, attendees will gain practical experience that prepares them for challenges in modern data engineering, making them valuable assets in the field of data analytics.

8 Hours (1 Days)
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Course Overview

The Microsoft course DP-3027: Implement a Data Engineering Solution with Azure Databricks is designed for data engineers, cloud data professionals, and analytics developers seeking to master large-scale data processing in the cloud. While not directly tied to a specific certification exam, this training aligns closely with the skills measured in the Microsoft Certified: Azure Databricks Data Engineer Associate credential. Professionals in roles such as Data Engineer, Cloud Data Analyst, and Data Pipeline Developer will benefit from this course, which addresses the growing industry demand for cloud-based data engineering expertise—evidenced by over 70% of Fortune 500 companies now leveraging Azure Databricks for scalable analytics and machine learning workloads.

Participants in DP-3027: Implement a Data Engineering Solution with Azure Databricks gain hands-on experience with core technologies including Azure Databricks, Apache Spark, Delta Lake, Unity Catalog, Azure Data Factory, and SQL Warehouses. Through guided labs in the Azure Portal, learners build and automate end-to-end data pipelines by configuring Spark Structured Streaming, implementing CI/CD workflows, and orchestrating Databricks notebooks using Azure Data Factory pipelines. A key project involves designing a streaming architecture with Delta Live Tables to process real-time data from IoT sources, enabling students to apply performance optimization techniques and enforce data governance using Unity Catalog for secure, enterprise-grade data management.

This course prepares learners for advanced roles in data engineering by building practical skills recognized under the Microsoft Certified: Azure Databricks Data Engineer Associate program, a credential increasingly sought by cloud-driven organizations. Data engineers with Azure Databricks expertise command average salaries of $125,000 annually in North America, with strong growth projected through 2027. Koenig Solutions enhances this learning experience with Guaranteed-to-Run (GTR) scheduling and optional 1-on-1 training, ensuring flexibility and personalized attention. Upon completion, professionals are equipped to design, deploy, and maintain scalable data solutions that power modern analytics and AI initiatives in enterprise environments.

What You'll Learn

Implement incremental data processing pipelines in Azure Databricks to achieve sub-second latency for high-volume data ingestion.
Design streaming architectures using Delta Live Tables in Azure Databricks to ensure 99.9 percent uptime for real-time data insights.
Optimize Spark and Delta Live Tables configurations in Azure Databricks to reduce compute costs by 20 percent while maintaining throughput.
Automate end-to-end data workflows using Azure Databricks Jobs to reduce manual intervention and improve pipeline reliability by 30 percent.
Implement CI/CD pipelines for Azure Databricks solutions to ensure deployment success rates of 95 percent for production updates.
Manage data governance and security using Unity Catalog in Azure Databricks to achieve full compliance with data access policies for sensitive information.

Skills You'll Gain

Azure Databricks Azure Databricks Clusters Azure Databricks Workspaces Azure Databricks Notebooks Azure Databricks Jobs Apache Spark Spark DataFrames Spark SQL PySpark Delta Lake Delta Tables Schema Enforcement ETL Pipelines Lakeflow Jobs Workflow Orchestration Unity Catalog

Prerequisites

Recommended knowledge before taking this course
  • Foundational knowledge of cloud data concepts equivalent to DP-900: Microsoft Azure Data Fundamentals
  • Proficiency in Python programming, specifically for data manipulation and script development
  • Experience writing SQL queries for data filtering, joining, and aggregation
  • Familiarity with common data file formats including CSV, JSON, and Parquet
  • Practical experience navigating the Azure portal and managing Azure Storage services
  • Understanding of data processing concepts such as batch versus streaming and structured versus unstructured data
  • Prior exposure to Apache Spark architecture and Jupyter notebook environments
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Certification Exam

Everything you need to know about the DP-3027 certification exam

Exam Details
Exam Name
DP-3027
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
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DP-3027: Implement a Data Engineering Solution with Azure Databricks

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Course Curriculum

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

1
Day 1– Master Incremental Processing with DP-3027 and Azure Databricks
Configure real-time data ingestion sources Optimize Delta Lake for incremental data processing Manage late and out-of-order event streams Monitor Azure Databricks performance metrics Exercise: Real-time ingestion via Delta Live Tables Evaluate module learning outcomes Summarize essential Spark concepts
2
Day 2– Build Streaming Architectures using Microsoft Azure Databricks
Architect robust event-driven data systems Ingest high-velocity data using structured streaming Ensure data consistency and system reliability Scale streaming workloads for enterprise demand Exercise: Build end-to-end streaming pipelines Evaluate module learning outcomes Summarize essential streaming concepts
3
Day 3– Optimize Data Performance with DP-3027 Best Practices
Maximize Spark performance and throughput Execute cost-based query optimization techniques Leverage Change Data Capture (CDC) workflows Deploy enhanced autoscaling for resource efficiency Implement observability and data quality metrics Exercise: Optimize complex data pipelines Evaluate module learning outcomes Summarize performance tuning concepts
4
Day 4– Automate CI/CD Pipelines in Azure Databricks Environments
Integrate Git for version control workflows Execute rigorous unit and integration testing Manage complex environment configurations Deploy robust rollback and roll-forward strategies Schedule and automate production-grade jobs Resolve dependency and execution errors Exercise: Automate enterprise data workflows Evaluate module learning outcomes
5
Day 5– Secure Data Governance with Microsoft Azure Databricks
Apply advanced data encryption techniques Control access via Microsoft Unity Catalog Implement data masking and anonymization Utilize compliance frameworks for secure sharing Track granular data lineage and metadata Provision and configure SQL Warehouses Execute notebooks via Azure Data Factory Pass parameters to integrated pipeline notebooks

What's Included in Your Training

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

Career Outcomes

78%

of DP-3027 certified professionals report career advancement within 6 months

Salary Impact

+24%

Average salary increase reported after obtaining the DP-3027 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 Databricks Engineer
  • Big Data Engineer
  • Cloud Data Engineer
  • Data Platform Engineer
  • Senior Data Engineer

Companies Hiring

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

and 5,000+ organizations worldwide seeking DP-3027 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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Verified Reviews
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    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 DP-3027 training course

Is the certification exam included in the DP-3027: Implement a Data Engineering Solution with Azure Databricks training, and what is the fee?
The official Microsoft certification exam is not included in the DP-3027: Implement a Data Engineering Solution with Azure Databricks course. You must purchase it separately for $165 USD via the Microsoft portal. This fee covers one proctored attempt to validate your Azure Databricks engineering expertise.
What training formats are available for DP-3027: Implement a Data Engineering Solution with Azure Databricks, and does Koenig offer Guaranteed-to-Run schedules?
Koenig offers DP-3027: Implement a Data Engineering Solution with Azure Databricks in live online, classroom, 1-on-1, and Flexi formats. We provide Guaranteed-to-Run scheduling, ensuring your class proceeds regardless of enrollment. This guarantees you receive expert-led instruction and official Microsoft courseware on your chosen date.
How long is lab access provided, and what environment is used for DP-3027: Implement a Data Engineering Solution with Azure Databricks?
You receive 30 days of lab access for DP-3027: Implement a Data Engineering Solution with Azure Databricks. We use a cloud-based sandbox with Microsoft-hosted Azure subscriptions. This real-world environment allows you to configure Unity Catalog and data pipelines without needing any local infrastructure setup.
What is the rescheduling and cancellation policy for the DP-3027: Implement a Data Engineering Solution with Azure Databricks course?
Koenig allows free rescheduling for DP-3027: Implement a Data Engineering Solution with Azure Databricks with 7 days' notice. Changes within 7 days may incur fees. Each student gets one reschedule under standard terms, while cancellations follow our refund policy to ensure administrative efficiency for all learners.
What is the format, duration, and passing score for the DP-3027: Implement a Data Engineering Solution with Azure Databricks exam?
The DP-3027: Implement a Data Engineering Solution with Azure Databricks exam is a 120-minute proctored assessment. You must achieve a score of 700 to pass. It evaluates your practical skills in Azure Databricks environment setup, data processing, pipeline deployment, and governance as defined by Microsoft.
How long is the Microsoft Certified: Azure Databricks Data Engineer Associate certification valid, and how is it renewed?
This certification is valid for one year. You renew it annually by passing a free online assessment on Microsoft Learn. This process helps you maintain your status as a Microsoft Certified: Azure Databricks Data Engineer Associate without needing to retake the full DP-3027 exam.
What post-training support does Koenig provide after completing DP-3027: Implement a Data Engineering Solution with Azure Databricks?
We provide 30 days of post-training support for DP-3027: Implement a Data Engineering Solution with Azure Databricks. This includes lab access, session recordings, and technical mentor guidance. We also offer a 100% happiness guarantee, allowing a free retake if you are dissatisfied with your training.
What job roles and responsibilities are associated with the DP-3027: Implement a Data Engineering Solution with Azure Databricks certification?
This certification targets Data Engineers responsible for setting up Azure Databricks and managing Unity Catalog. After completing DP-3027: Implement a Data Engineering Solution with Azure Databricks, you will be equipped to build scalable, secure data pipelines and collaborate effectively with data scientists and architects.
What are the recommended prerequisites for the DP-3027: Implement a Data Engineering Solution with Azure Databricks course?
While there are no formal prerequisites, Microsoft recommends hands-on experience with Python, SQL, Git, and Azure Data Factory for DP-3027: Implement a Data Engineering Solution with Azure Databricks. Familiarity with cloud platforms ensures you can maximize the value of these advanced data engineering tools.
What is the career impact of earning the DP-3027: Implement a Data Engineering Solution with Azure Databricks certification?
Earning this certification validates your expertise in modern data platforms. Professionals with the Microsoft Certified: Azure Databricks Data Engineer Associate credential often command salaries between $120,000 and $140,000 annually. This qualification significantly boosts your job prospects in the high-demand cloud data engineering sector.
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