Koenig Original Guaranteed-to-Run

Azure Databricks: Delta Lake & PySpark ELT

The Azure Databricks Data Engineering course by Koenig Original equips data engineers with end-to-end skills to build, secure, and optimize data pipelines on Azure. Designed for professionals tackling enterprise-scale data challenges, it addresses the growing demand for certified experts—Microsoft reports over 2 million active Azure certifications globally. You’ll master environment configuration, Unity Catalog governance, and production-ready ETL workflows using SQL and Python.

This course prepares learners for the Microsoft Certified: Azure Databricks Data Engineer Associate (DP-750) exam, featuring Koenig’s Guaranteed-to-Run scheduling and 30-day lab access. Gain hands-on expertise in deploying scalable lakehouse solutions and advance toward roles in cloud data engineering with industry-recognized proficiency.

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

Training Formats & Pricing

1-on-1 USD 2,150
Dedicated instructor, your schedule Fastest
Public Batch USD 1,700
Group class, fixed schedule Most Popular
Self-Paced USD 199
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Course Overview

The Azure Databricks Data Engineering course by Koenig Original is a 5-day intensive program designed for data engineers, analytics professionals, and cloud architects seeking to master data pipeline development. This comprehensive training prepares candidates for the DP-203 Data Engineering on Microsoft Azure certification, equipping learners with the skills to design, deploy, and maintain data solutions using Azure Databricks. With over 95 percent of Fortune 500 companies leveraging Azure for cloud infrastructure, demand for certified professionals is surging, making this course a strategic investment for those targeting roles such as Data Engineer, Cloud Data Architect, or Big Data Analyst.

Students engage with core technologies including Apache Spark, Delta Lake, Unity Catalog, Azure Data Factory, and Azure Monitor within the Azure Portal lab environment. The course features hands-on labs where participants build end-to-end ETL pipelines using PySpark, implement medallion architecture across Bronze, Silver, and Gold layers, and configure Auto Loader for incremental data ingestion. A key real-world project involves setting up a secure data pipeline for a renewable energy company, ingesting IoT telemetry from solar and wind farms into Delta tables, applying data quality constraints, and enabling time travel for historical analysis. These labs are conducted in a live Azure Databricks Premium workspace, ensuring authentic, production-relevant experience.

This training not only prepares students for the DP-203 certification—a credential recognized by Microsoft and increasingly required by cloud-focused employers—but also enhances career prospects in a high-growth field. Certified Azure Databricks Data Engineers command competitive salaries, according to industry salary surveys. Koenig Original distinguishes itself with Guaranteed-to-Run live training, 40 hours of instructor-led labs, and official courseware, ensuring learners gain practical expertise. Upon completion, graduates are positioned to lead scalable data engineering initiatives, driving digital transformation and data-driven decision-making in modern enterprises.

What You'll Learn

Set up and configure Azure Databricks Data Engineering workspace and clusters for efficient data processing
Implement Delta Lake ACID transactions and time travel in Azure Databricks Data Engineering to ensure data reliability and version control
Design medallion architecture with Bronze, Silver, and Gold layers in Azure Databricks Data Engineering for scalable data pipelines
Orchestrate Azure Databricks Data Engineering jobs with task dependencies and alerts to automate workflows
Secure data assets using Unity Catalog in Azure Databricks Data Engineering to ensure compliance and data governance
Optimize streaming pipelines with Auto Loader and Structured Streaming in Azure Databricks Data Engineering for real-time data ingestion

Skills You'll Gain

Azure Databricks Databricks Workspace Delta Lake Spark SQL Azure Blob Storage Azure Data Lake Databricks Clusters Databricks Notebooks PySpark Programming ETL Pipelines Azure Databricks SQL Databricks Delta Engine Azure Key Vault Databricks Jobs Databricks ML Runtime Azure Synapse Analytics Databricks Automation

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in Python or Scala programming syntax
  • Experience with Spark SQL and data manipulation concepts
  • Azure Data Engineer Associate (DP-203) certification or equivalent knowledge
  • Understanding of ETL/ELT processes and data pipeline design
  • Working knowledge of Apache Spark and distributed data processing
  • Hands-on experience with Delta Lake and medallion architecture patterns
  • Access to an active Azure subscription and Databricks workspace for hands-on labs
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Certification Exam

Everything you need to know about the Azure Databricks: Delta Lake & PySpark ELT certification exam

Exam Details
Exam Name
Azure Databricks: Delta Lake & PySpark ELT
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Eligible for retake after 14 days
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Azure Databricks: Delta Lake & PySpark ELT

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Course Curriculum

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

1
Day 1– Mastering Azure Databricks Data Engineering and Delta Lake
Azure Databricks Lakehouse Platform Overview Core Data Engineering Databricks Roles Essential Databricks Workspace Components Delta Lake Fundamentals and Concepts Delta Lake Storage File Architecture Implementing ACID Transactions Safely Time Travel and Versioning Capabilities Schema Evolution and Data Skipping
2
Day 2– Advanced Data Modeling and Spark SQL ETL
Relational Data Entities in Databricks Designing Tables and Temporary Views Managed versus External Table Strategies Catalog and Database Management Workflows Spark SQL Query Engine Fundamentals High-Performance Spark SQL Data Queries Optimized ETL Using Databricks Notebooks Data Validation and Custom UDFs
3
Day 3– Streaming, Medallion Architecture, and Delta Live Tables
Structured Streaming Fundamentals Explained Automated Data Ingestion via Auto Loader Building Scalable Stream Processing Pipelines Watermarking and Late Data Management Medallion Architecture Design Principles Bronze, Silver, and Gold Layering Medallion Implementation Best Practices Automating Delta Live Tables Pipelines
4
Day 4– Orchestration, Security, and Production Deployment
Databricks Jobs Orchestration Essentials Scheduling and Managing Production Jobs Complex Job Dependencies and Workflows Unity Catalog Access Control Implementation Securing Delta Lake with Constraints Auditing and Compliance for Databricks Building Dashboards with Databricks SQL Productionizing Queries and Scheduled Refresh

What's Included in Your Training

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

Career Outcomes

88%

of Azure Databricks: Delta Lake & PySpark ELT certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Azure Databricks: Delta Lake & PySpark ELT 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 Databricks Data Engineer
  • Senior Data Engineer
  • Lead Data Engineer
  • Databricks Data Architect
  • Cloud Data Engineer
  • Data Pipeline Engineer

Companies Hiring

5,000+
Microsoft Accenture Deloitte PwC Infosys Capgemini Goldman Sachs JP Morgan Wipro

and 5,000+ organizations worldwide seeking Azure Databricks: Delta Lake & PySpark ELT 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+
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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.

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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.

    Ahmed R.

    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.”

    Priya S.

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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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  • ★★★★★

    “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.

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    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.

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    AI Engineer

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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.”

    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: Delta Lake & PySpark ELT training course

Is the certification exam included in the Azure Databricks Data Engineering course fee, and what is the cost if purchased separately?
The Azure Databricks Data Engineering certification exam is not included in the course fee. You must purchase it separately for $165 USD. Koenig Solutions delivers the training, while Microsoft administers the DP-750 exam via direct registration and payment.
What training formats are available for the Azure Databricks Data Engineering course, and does Koenig offer Guaranteed-to-Run scheduling?
Koenig offers live online 1-on-1, public instructor-led, and self-paced Flexi formats for Azure Databricks Data Engineering. All sessions feature Guaranteed-to-Run (GTR) scheduling. This ensures your training proceeds as planned, allowing you to book with total confidence and reschedule if necessary.
How long is lab access provided, and what type of environment is used for hands-on training in the Azure Databricks Data Engineering course?
You receive 30 days of post-training lab access through Koenig's Learning Stack. This cloud-based sandbox environment mirrors Azure Databricks. It enables you to master critical data engineering tasks, including pipeline development and Delta Lake operations, within a professional, vendor-hosted cloud setting.
What is Koenig's rescheduling and cancellation policy for the Azure Databricks Data Engineering course?
Koenig allows free rescheduling to any future Guaranteed-to-Run batch. If you cancel or reschedule within 10 days of the start date, a 50% fee of the total purchase applies. This policy balances flexibility with the operational requirements of our live training.
What is the format, number of questions, time limit, and passing score for the Azure Databricks Data Engineering certification exam?
The Microsoft Certified: Azure Databricks Data Engineer Associate exam (DP-750) includes 45 scenario-based questions. You have 120 minutes to complete the test. A score of 700 out of 1000 is required to pass and validate your skills in Unity Catalog and pipelines.
How long is the Azure Databricks Data Engineering certification valid, and what is the renewal process and associated cost?
Your certification is valid for one year. You must renew it annually by passing a free online assessment on Microsoft Learn. This policy ensures your Azure Databricks expertise remains current with industry best practices without requiring additional exam fees or registration costs.
What post-training support does Koenig provide after completion of the Azure Databricks Data Engineering course?
Koenig offers 30-day access to course materials, revision classes, and Qubits, our interactive self-assessment tool. You are also covered by our Happiness Guarantee, which permits a free retake of the training if you are not fully satisfied with your learning experience.
What are the prerequisites or recommended experience for enrolling in the Azure Databricks Data Engineering course?
While there are no formal prerequisites, we recommend six months of hands-on Databricks experience. Proficiency in Python, SQL, and cloud concepts is ideal. This course prepares you to build advanced data integration, pipeline creation, and machine learning workflows in Azure Databricks.
What is the average salary impact for professionals after completing the Azure Databricks Data Engineering certification, with real salary figures?
Azure Databricks professionals earn between $115,000 and $140,000 annually in mid-level US roles, with senior engineers exceeding $150,000. Earning this certification boosts your job competitiveness, as Databricks expertise is a high-demand, premium skill in today's data engineering job market.
How does Koenig's Azure Databricks Data Engineering training compare to self-study in terms of success rates and learning outcomes?
Koenig’s training uses expert-led instruction and structured labs to outperform self-study. Our Happiness Guarantee and guided practice with PySpark and Delta Lake ensure superior exam readiness. You gain practical, real-world application skills that are difficult to achieve through unstructured self-study methods.
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