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Databricks Certified Data Engineer Associate: Practice Exams


1 : Databricks Certified Data Engineer Associate: Practice Exams

Prepare for Databricks Certified Data Engineer Associate (V2 and V3) using 4 practice exams with detailed explanations.

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Databricks Certified Data Engineer Associate

The Databricks Certified Data Engineer Associate certification exam assesses an individual’s ability to use the Databricks Lakehouse Platform to complete introductory data engineering tasks. This includes an understanding of the Lakehouse Platform and its workspace, its architecture, and its capabilities. It also assesses the ability to perform multi-hop architecture ETL tasks using Apache Spark SQL and Python in both batch and incrementally processed paradigms. Finally, the exam assesses the tester’s ability to put basic ETL pipelines and Databricks SQL queries and dashboards into production while maintaining entity permissions. Individuals who pass this certification exam can be expected to complete basic data engineering tasks using Databricks and its associated tools.

Exam Details

Key details about the certification exam are provided below.

Minimally Qualified Candidate

The minimally qualified candidate should be able to:

  • Understand how to use and the benefits of using the Databricks Lakehouse Platform and its tools, including:

    • Data Lakehouse (architecture, descriptions, benefits)

    • Data Science and Engineering workspace (clusters, notebooks, data storage)

    • Delta Lake (general concepts, table management and manipulation, optimizations)

  • Build ETL pipelines using Apache Spark SQL and Python, including:

    • Relational entities (databases, tables, views)

    • ELT (creating tables, writing data to tables, cleaning data, combining and reshaping tables, SQL UDFs)

    • Python (facilitating Spark SQL with string manipulation and control flow, passing data between PySpark and Spark SQL)

Databricks Certified Data Engineer Associate: Practice Exams | Udemy Discount

  • Incrementally process data, including:

    • Structured Streaming (general concepts, triggers, watermarks)

    • Auto Loader (streaming reads)

    • Multi-hop Architecture (bronze-silver-gold, streaming applications)

    • Delta Live Tables (benefits and features)

  • Build production pipelines for data engineering applications and Databricks SQL queries and dashboards, including:

    • Jobs (scheduling, task orchestration, UI)

    • Dashboards (endpoints, scheduling, alerting, refreshing)

  • Understand and follow best security practices, including:

    • Unity Catalog (benefits and features)

    • Entity Permissions (team-based permissions, user-based permissions)


Testers will have 90 minutes to complete the certification exam.


There are 45 multiple-choice questions on the certification exam. The questions will be distributed by high-level topic in the following way:

  • Databricks Lakehouse Platform – 24% (11/45)

  • ELT with Spark SQL and Python – 29% (13/45)

  • Incremental Data Processing – 22% (10/45)

  • Production Pipelines – 16% (7/45)

  • Data Governance – 9% (4/45)

Databricks Certified Data Engineer Associate: Practice Exams | Udemy Deals


Each attempt of the certification exam will cost the tester $200. Testers might be subjected to tax payments depending on their location. Testers are able to retake the exam as many times as they would like, but they will need to pay $200 for each attempt.

Test Aids

There are no test aids available during this exam.

Programming Language

The certification exam will provide data manipulation code in SQL when possible. In all other cases, code will be in Python.


Because of the speed at which the responsibilities of a data engineer and capabilities of the Databricks Lakehouse Platform change, this certification is valid for 2 years following the date on which each tester passes the certification exam.

Course Overview

This course contains 4 practice exams. These practice exams are specially designed keeping in mind all the relevant topics which are asked in the actual certification exam for both versions V2 and V3. Each practice exam has 45 multiple-choice questions and has a total time limit of 90 minutes. Each of these questions has one correct answer. You need to correctly answer at least 32 out of 45 questions in order to pass a practice exam. There is a detailed explanation given for each question so that you can easily assess your knowledge and help you to prepare for the real exam.

After taking these practice exams, you will definitely feel confident and will have a clear understanding of what to expect while taking the actual exam. If you pass all these practice exams with at least 85% - 90% then you will gain in-depth knowledge of different Data Engineering concepts using Databricks Lakehouse Platform and it will definitely help you to clear the actual certification exam easily in just one attempt.

Databricks Certified Data Engineer Associate: Practice Exams | Udemy

There are a few more things to be noted:

1. There is a 90-minute time limit to take the actual exam.

2. In order to pass the actual exam, testers will need to correctly answer at least 32 of the 45 questions.

3. Testers will not have access to any documentation or Databricks environments during the exam.

4. The questions in this course are representative of questions that will be there in the actual exam.

So, if all this information excites you and you want to clear Databricks Certified Data Engineer Associate certification exam to showcase the most in-demand Data Engineering skills using Databricks Lakehouse Platform in the real world then don't just wait anymore.

Enroll in this course now to prepare well and get certified with this highly acclaimed accreditation.

Who this course is for:

  • Anyone who is preparing to appear for Databricks Certified Data Engineer Associate certification exam

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