15 Spark SQL Practice Exams and Question Banks
Choosing the right preparation material for Spark SQL certifications can feel overwhelming, especially with many practice exams and question banks available. This page brings together fifteen Udemy courses that focus on Databricks Certified Developer and Data Engineer Associate exams, offering a clear overview of what each bundle includes and how they differ in price and content depth. All courses listed are from a single provider, Udemy, and the prices range from $19.99 to $199.99, reflecting variations in the number of practice tests and the specific exam versions covered.
The courses are ordered according to our internal ranking, which considers factors such as coverage of exam objectives and the breadth of practice questions. Whether you are preparing for the Spark 3.0 developer exam or the Data Engineer Associate certification, you can compare the listed options to find a package that matches your study style and budget.
- Courses compared
- 15
- Price range
- $19.99 – $199.99
- Providers
- Udemy
- Last updated
- 18 Sep 2026
How these 15 courses were chosen
Every course below is a real, currently listed course from Udemy, matched to "spark sql" by our catalog and ordered by our CourseAsk score. Courses whose own title names the topic rank above those only tagged with it.
The grade on each entry scores how much the provider publishes about the course before you pay — the length and detail of the description, whether it lists learning outcomes and objectives — and whether a named university or institution stands behind it. A is fully documented and institution-backed; E is little more than a title and a price. Courses with almost nothing published are left ungraded rather than marked down, because an unknown course and a poor one are not the same thing.
There are no star ratings on this page — the course feeds we license do not include them, and we would rather leave a column out than fill it with a number we cannot stand behind. What we do have is price: these range from $19.99 to $199.99, as listed by the provider when we last updated the page.
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1
Practice Exams 2026-Databricks Certified Developer for Spark
This course is designed to help students prepare for the Databricks Certified Developer for Apache Spark exam by providing realistic, hands-on practice tests that reflect real-world scenarios. Whether you are a data anal...
$19.99listed price -
2
Databricks Certified Developer for Spark 3.0 Practice Tests
Databricks Certified Associate Developer for Apache Spark 3.0 Practice Exam, a comprehensive tool designed to help aspiring data professionals prepare for the rigorous certification exam. This practice exam is meticulous...
$19.99listed price -
3
Databricks Apache Spark Developer 3.0 - Exam Questions
Are you preparing for the Databricks Spark Developer 3.0 certification exam and looking for the best way to boost your confidence? This course has been designed to help you practise, review, and master real exam question...
$19.99listed price -
4
Databricks Certified Data Engineer Associate Practice Exams
These Databricks Certified Data Engineer Associate Practice Exams are designed to help you confidently cover every topic in the official syllabus. The goal isn’t just to help you pass the exam — it’s to help you truly un...
$19.99listed price -
5
Practice Tests: Databricks Associate Apache Spark Developer
Welcome to the most comprehensive and realistic practice exam bundle designed specifically for the Databricks Certified Associate Developer for Apache Spark certification.This course is not a theoretical lecture series;...
$199.99listed price -
6
Databricks Certified Data Engineer Associate : 3 Mock Exams
Prepare for the Databricks Certified Data Engineer Associate exam with our comprehensive course designed to hone your skills and boost your confidence. Our course covers all the essential topics outlined in the exam blue...
$19.99listed price -
7
Databricks Certified Developer for Spark Practice Test 2026
Databricks Certified Associate Developer for Apache Spark is a certification that demonstrates a developer's proficiency in using Apache Spark for data processing and analysis. Apache Spark is a popular open-source frame...
$19.99listed price -
8
Practice Exams: Databricks Certified Data Engineer Associate
Passing the Databricks Data Engineer Certification requires more than theory. You need to understand how questions are asked, manage time under pressure, and apply Databricks concepts in realistic scenarios. That’s exact...
$19.99listed price -
9
Databricks Certified Data Engineer Associate Exam Questions
Databricks Certified Data Engineer Associate – Practice Exam SeriesThis course from CertCraft Institute delivers a structured collection of practice exams built around the Databricks Certified Data Engineer Associate cer...
$19.99listed price -
10
Databricks Data Engineer Associate: 5 Practice Tests 2026
Prepare to Pass the Databricks Certified Data Engineer Associate Exam With 5 Full-Length Practice Tests and 300 Scenario-Based QuestionsEach practice test mirrors the real exam format with 60 questions covering all five...
$44.99listed price -
11
![DP-700: MS Fabric Data Engineer Practice Exams - [July 2026]](https://i.udemycdn.com/course/480x270/7135487_0ca9_4.jpg)
DP-700: MS Fabric Data Engineer Practice Exams - [July 2026]
Prepare for the DP-700 Exam with ConfidenceThis course consists of full-length practice exams designed to help you master the Microsoft Fabric ecosystem and pass the DP-700 certification. These tests are strictly focused...
$19.99listed price -
12
Databricks Spark Developer Associate 2026 | Practice Exams
Update Audit TrailJule 2026 | PT-1, PT-2, PT-3, PT-4: Reviewed and refinement for python language in code snippet. June 2026: ReviewedApril 2026: Routine Review & Refinement - scala removed from the some wording to a...
$19.99listed price -
13
Databricks Certified Associate for Spark 3.0 Practice Exams
Databricks Certified Associate Developer for Apache SparkThe Databricks Certified Associate Developer for Apache Spark certification exam assesses the understanding of the Spark DataFrame API and the ability to apply the...
$19.99listed price -
14
Databricks Certified Developer for Spark 4.0 Practice Exams
Databricks Certified Associate Developer – Apache Spark 4.0 Practice TestsPrepare confidently for the Databricks Certified Associate Developer for Apache Spark 4.0 exam.This practice test course is designed to give you r...
$199.99listed price -
15
2 Full Practice Exams: Databricks Data Engineer Associate
This course offers 120 unique questions in comprehensive 2 practice exams that closely simulate the Databricks Data Engineer Associate certification. Covering all key topics—including Structured Streaming, Delta Lake, Sp...
$19.99listed price
Spark SQL Practice Exams and Question Banks compared
Prices shown are the provider's listed price when we last updated this page. Confirm on their site before enrolling.
What the prices here tell you
The 15 priced courses on this page run from $19.99 to $199.99, with the middle of the range around $19.99 — a spread of $180.00. That is a wide gap for one subject. A higher price on this page usually reflects who is behind the course rather than how much material it contains, so it is worth opening two or three at different price points and comparing their syllabus before deciding.
Who is behind these courses
These courses come from Udemy. Everything on this page is sold on the one platform, so the buying experience is the same whichever you pick.
Courses versus exam preparation
15 of the entries here are built around a certification exam rather than teaching Spark SQL from scratch. They are the right choice only if you already know the material and want to pass a specific exam; if you are starting out, pick one of the taught courses first and come back to exam preparation afterwards.
Before you enrol
Open the provider’s own page and check three things this comparison cannot tell you: when the course was last updated, what the syllabus actually covers in its later sections, and what recent learners say. Prices shown here are the provider’s listed price when we last rebuilt this page on 18 September 2026 — they change often, and a promotion can move them substantially. We earn a commission if you enrol through our links, which costs you nothing and never affects the order courses appear in.