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Databricks Certified Data Engineer Associate Training

CertOcean's Databricks Certified Data Engineer Associate training is a live, instructor-led online course. You learn in 12 live sessions (24 hours in total) with an expert instructor and work through 11 curriculum modules.

  • 24 hoursLive training
  • 12 sessionsWith an instructor
  • 11 modules55 topics
  • Sat, Nov 14Next batch
DEA DatabricksLive instructor-led training
$599 $749 One-time · USD
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Course overview

About the Databricks Certified Data Engineer Associate training

The Databricks Certified Data Engineer Associate is the most popular Databricks certification. It shows you can ingest, transform, orchestrate and govern data on the Databricks Data Intelligence Platform. Databricks refreshed the exam in May 2026, adding Lakeflow Jobs, CI/CD and troubleshooting, so CertOcean's course follows the seven current exam sections in a hands-on order. Every session is lab-led in a Databricks workspace.

The course fits data engineers, ETL and BI developers, data analysts moving into engineering, and cloud engineers who support Databricks on AWS, Azure or Google Cloud. Basic SQL is needed; basic Python helps.

What you'll learn in this course

  • Navigate the Databricks Data Intelligence Platform: workspaces, compute, notebooks and SQL warehouses
  • Ingest batch and streaming data with Auto Loader, COPY INTO and Lakeflow Connect
  • Transform and model data with PySpark, Spark SQL and Delta Lake (medallion architecture)
  • Build and schedule pipelines with Lakeflow Declarative Pipelines and Lakeflow Jobs
  • Secure and govern data with Unity Catalog, and ship changes with CI/CD
  • Troubleshoot slow jobs and pass the exam with timed 45-question mock tests

What is CertOcean's Databricks Data Engineer Associate course?

CertOcean's Databricks course is live online training for the Databricks Certified Data Engineer Associate exam. It runs as 12 sessions of about 2 hours with hands-on labs, covers all seven sections of the May 2026 exam guide, and ends with full mock exams and a study plan for your weak areas. Sessions are recorded.

What is the Databricks Certified Data Engineer Associate exam?

It is the Databricks exam that tests foundational data engineering on the Databricks Data Intelligence Platform: ingesting data, transforming it with Spark and Delta Lake, orchestrating pipelines, and governing data with Unity Catalog. It is the usual first Databricks certification for engineers.

What are the Databricks Data Engineer Associate exam details?

  • Issued by: Databricks
  • Questions: 45 scored multiple-choice questions (a few unscored items may appear)
  • Time: 90 minutes
  • Exam fee: US$200 plus applicable taxes
  • Delivery: Online proctored or test center, no test aids
  • Sections: Databricks Intelligence Platform; Data Ingestion and Loading; Data Transformation and Modeling; Working with Lakeflow Jobs; Implementing CI/CD; Troubleshooting, Monitoring and Optimization; Governance and Security
  • Prerequisites: None. Databricks recommends about six months of hands-on experience
  • Valid for: 2 years, then you retake the current exam

Exam facts checked November 2026 against the May 2026 exam guide. Confirm on databricks.com before you book.

How long does it take to prepare for the Databricks Data Engineer Associate exam?

With SQL experience, most people need 4 to 6 weeks at 6 to 8 hours a week, including hands-on practice. If you already use Databricks daily, 2 to 3 weeks of focused exam prep is often enough. The new Lakeflow and CI/CD sections catch people who studied from older material.

What jobs does a Databricks certification help with?

It supports data engineer, analytics engineer, ETL developer, big data engineer and cloud data engineer roles. Many employers running Databricks on AWS, Azure or Google Cloud list the Data Engineer Associate in job postings, and it is the step before the Databricks Data Engineer Professional.

Curriculum

Databricks Certified Data Engineer Associate course syllabus

11 modules · 55 topics · 24 hours of live training

The Databricks Data Intelligence Platform 5 topics
  • Workspaces, notebooks, Repos and Databricks SQL
  • All-purpose vs job compute, serverless and SQL warehouses
  • The lakehouse and medallion (bronze, silver, gold) architecture
  • Where Databricks runs: AWS, Azure and Google Cloud
  • You will be able to: set up and explain a Databricks workspace for a data team.
Spark SQL and PySpark Essentials 5 topics
  • DataFrames, transformations and actions
  • Spark SQL queries, views and CTEs
  • Higher-order functions, arrays, structs and JSON data
  • User-defined functions and when to avoid them
  • You will be able to: write the PySpark and Spark SQL that exam questions show.
Delta Lake 5 topics
  • Delta tables, the transaction log and ACID
  • MERGE, UPDATE, DELETE and time travel
  • OPTIMIZE, Z-ordering, liquid clustering and VACUUM
  • Managed vs external tables
  • You will be able to: manage Delta tables safely and fast.
Data Ingestion and Loading 5 topics
  • Auto Loader and COPY INTO
  • Lakeflow Connect managed connectors
  • Batch vs incremental vs streaming ingestion
  • Schema inference, evolution and rescued data
  • You will be able to: load files and sources into the bronze layer reliably.
Data Transformation and Modeling 5 topics
  • Cleaning, deduplicating and joining data
  • Building silver and gold tables
  • Slowly changing dimensions with MERGE
  • Structured Streaming basics
  • You will be able to: turn raw data into analytics-ready tables.
Lakeflow Declarative Pipelines 5 topics
  • Streaming tables and materialized views
  • Expectations for data quality
  • Pipeline modes, events and monitoring
  • Change data capture with AUTO CDC
  • You will be able to: build a declarative pipeline with quality checks.
Working with Lakeflow Jobs 5 topics
  • Tasks, dependencies and parameters
  • Schedules, triggers and retries
  • Alerts and notifications
  • Repair runs and job clusters
  • You will be able to: orchestrate a multi-task pipeline end to end.
Implementing CI/CD 5 topics
  • Git folders and branching
  • Databricks Asset Bundles
  • Promoting code across dev, test and prod
  • Testing notebooks and pipelines
  • You will be able to: ship pipeline changes the way the new exam expects.
Troubleshooting, Monitoring and Optimization 5 topics
  • Reading the Spark UI and query profile
  • Skew, spill and small-file problems
  • Caching, partitioning and cluster sizing
  • System tables for cost and usage
  • You will be able to: find and fix a slow or failing job.
Governance and Security with Unity Catalog 5 topics
  • Metastore, catalogs, schemas and tables
  • Grants, privileges and row and column controls
  • Lineage, audit logs and Delta Sharing
  • Secrets and secure data access
  • You will be able to: govern data access across a workspace.
Exam Strategy and Full Mock Exams 5 topics
  • Two full 45-question mock exams under a 90-minute timer
  • Review by exam section
  • Common traps from the May 2026 exam guide
  • Booking your exam and exam-day checklist
  • You will be able to: book the exam only when your scores say you are ready.

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Upcoming batches

Next Databricks Certified Data Engineer Associate batches

Live online classes with an instructor. Pick the weekend or weekday batch that suits you.

Batch details
  • FormatLive online
  • Sessions12 live sessions
  • Total24 hours
  • BatchesWeekend and weekday
Weekend batch

Starts Saturday, November 14

Starts tomorrow · Live online

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Weekday batch

Starts Monday, November 16

Starts in 3 days · Live online

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Flexible

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Sample certificate
Certification

Earn your Databricks Certified Data Engineer Associate certificate

  • Certificate of completionIssued by CertOcean when you finish the training and assignments.
  • Show it to employersAdd it to your LinkedIn profile and resume.
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Learner reviews

Why learners choose CertOcean

Rated Excellent · 4.9 out of 5 on Trustpilot
The training curriculum was great. CertOcean provided me everything required to obtain my CISM. They're excellent!
Laxmi Haya Vadan KaramcheduUnited States · CISMVerified
Very resourceful company, I passed my PMP exam at first attempt, highly recommended.
IjeomaCanada · PMPVerified
Great training support! Helped me pass several certifications.
Cozumel TyUnited StatesVerified
  • US, Canada and UK hoursClasses set around your working day
  • Expert instructorsWorking professionals in your field
  • Career supportResume and interview help
FAQ

Databricks Certified Data Engineer Associate course FAQs

Can't find your answer? A course advisor can help with the syllabus, batch dates and exam questions.

How long is the Databricks Certified Data Engineer Associate course, and when does it start?

The course runs for 24 hours of live, instructor-led online training across 12 sessions. Weekend and weekday batches are available, and the next batch starts on Saturday, November 14, 2026.

Which Databricks certification should I take first?

For data engineers, the Databricks Certified Data Engineer Associate. Data analysts often start with the Data Analyst Associate, and ML engineers with the Machine Learning Associate. Advanced engineers move on to the Data Engineer Professional.

Did the Databricks Data Engineer Associate exam change in 2026?

Yes. Databricks published a new exam guide in May 2026 with seven sections, including Working with Lakeflow Jobs, Implementing CI/CD, and Troubleshooting, Monitoring and Optimization. Study material from before May 2026 misses these. This course follows the new guide.

Do I need to know Python for the Databricks exam?

You need to read basic PySpark and write SQL confidently. You do not need advanced Python. The course teaches the PySpark you need from scratch.

What is the passing score for the Databricks Data Engineer Associate?

Databricks does not publish a fixed passing score. A practical benchmark is 80% or more on two different full-length mock exams before you book.

Will I get hands-on Databricks practice?

Yes. Every module includes labs in a Databricks workspace. We show you how to use the Databricks Free Edition so you can keep practising after class.

Is the exam fee included?

No. The US$200 exam fee is paid to Databricks when you register. Our advisors help you book it.

Is CertOcean affiliated with Databricks?

No. CertOcean is an independent training company. Databricks, Delta Lake and Unity Catalog are trademarks of Databricks, Inc.

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