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25 Best Spark SQL Courses Online

Spark SQL is a module for structured data processing within Apache Spark, allowing you to run SQL queries alongside data‑frame operations. It is useful for analysts who need to combine familiar SQL syntax with the scalability of Spark, and for developers building data pipelines that require both batch and streaming capabilities. The courses listed here cover a range of entry points, from introductory hands‑on labs in Scala and Python to preparation for Databricks certification exams, so you can choose a path that matches your current skill level and career goals.

The selection includes eleven Udemy offerings and fourteen Coursera courses, with prices from $19.99 to $109.99 as listed by the providers at the time of writing. Whether you prefer self‑paced video lessons, interactive labs, or exam‑focused study material, this page groups the options in a ranking created by CourseAsk to help you compare content focus, language used, and certification relevance.

Courses compared
25
Price range
$19.99 – $199.99
Providers
Udemy, Coursera
Last updated
23 Sep 2026
How these 25 courses were chosen

Every course below is a real, currently listed course from Udemy, Coursera, 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.

  1. 1
    Udemy Bootcamp Grade B

    Master Apache Spark using Spark SQL and PySpark 3

    DISCLAIMERThis course requires you to download the following softwaresDocker Visual Studio Code If you are a Udemy Business user, please check with your employer before downloading softwareAs part of this course, you wil...

    $24.99
    listed price
  2. 2
    Udemy Bootcamp Grade B

    Spark SQL and Spark 3 using Scala Hands-On with Labs

    As part of this course, you will learn all the key skills to build Data Engineering Pipelines using Spark SQL and Spark Data Frame APIs using Scala as a Programming language. This course used to be a CCA 175 Spark a...

    $24.99
    listed price
  3. 3
    Coursera Certificate Grade B

    Big Data Foundations with Hadoop and Spark

    Offered by Packt

    This specialization features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress throug...

    $49.00
    listed price
  4. 4
    Coursera MOOC / Non-credit Grade B

    PySpark for Data Science

    Offered by Edureka

    Ignite your data science journey with our PySpark for Data Science Specialization, crafted for aspiring and seasoned data professionals eager to harness the power of big data analytics. This program empowers you to effic...

    $49.00
    listed price
  5. 5
    Coursera MOOC / Non-credit Grade B

    Data Processing, Exploratory Analysis and Visualization

    Offered by Microsoft

    This course introduces distributed computing frameworks and big data visualization techniques. Learners will explore MapReduce, work with Apache Spark, implement transformations with PySpark, and use Spark SQL for large-...

    $49.00
    listed price
  6. 6
    Udemy Certificate Grade B

    [NEW] Databricks Data Engineer Associate

    Detailed Exam Domain CoverageTo pass the Databricks Certified Data Engineer Associate exam, you need to master the platform's core architecture and programmatic paradigms. This practice test bank maps directly to the off...

    $99.99
    listed price
  7. 7
    Udemy Certificate Grade B Lowest price here

    Databricks Certified Developer for Spark 3.0 Tests Prep 2026

    Databricks Certified Associate Developer for Apache Spark is a certification program that is designed to validate a professional's knowledge and expertise in working with Apache Spark, a powerful open-source big data pro...

    $19.99
    listed price
  8. 8
    Udemy Certificate Grade B

    Databricks Data Engineer Associate | 260 Q Practice [2026]

    This course contains the use of artificial intelligence (AI): the questions and explanations were translated and refined from the author's Japanese-language Databricks Data Engineer Associate question bank with AI assist...

    $34.99
    listed price
  9. 9
    Udemy Certificate Grade B

    Databricks Certified Associate Spark Developer Certification

    This course is designed to prepare students for success in the Databricks Certified Developer for Apache Spark exam by providing hands-on training in building, managing, and optimizing data pipelines on the Databricks La...

    $39.99
    listed price
  10. 10
    Udemy Certificate Grade B

    Databricks Certified Associate Developer for Apache Spark

    Are you preparing for the Databricks Certified Associate Developer for Apache Spark 3.5 exam? This practice test course gives you everything you need to pass with confidence.300 unique questions across 5 full-length mock...

    $109.99
    listed price
  11. 11
    Udemy Certificate Grade B

    Cloudera Certified Associate CCA Spark and Hadoop Developer

    Are you preparing for the challenging CCA175 Spark and Hadoop Developer certification exam? This intensive practice test course is specifically designed to give you the edge you need to pass on your first attempt. With f...

    $19.99
    listed price
  12. 12
    Udemy Certificate Grade B

    Databricks Certified Data Engineer Associate Test 2024

    Welcome to the Databricks Certified Data Engineer Associate Practice Test 2024.Are you ready to pass the Databricks Certified Data Engineer Associate exam? Find out by testing yourself! This practice test includes 120 qu...

    $34.99
    listed price
  13. 13
    Udemy Certificate Grade B

    Tests for Databricks Certified Data Engineer Associate

    Disclaimer:Tests for Databricks Certified Data Engineer Associate is an independent publication and is neither affiliated with, nor authorized, sponsored, or approved by, Databricks, Inc.Course content is subject to chan...

    $24.99
    listed price
  14. 14
    Udemy MOOC / Non-credit Grade B

    Apache Spark with Scala useful for Databricks Certification

    Apache Spark has become the industry standard for big data processing and analytics. From batch processing to real-time streaming, Spark powers the data infrastructure of top technology companies worldwide. If you’re aim...

    $19.99
    listed price
  15. 15
    Udemy MOOC / Non-credit Grade B

    Databricks and PySpark for Big Data: From Zero to Expert

    If you are looking for a hands-on, complete and advanced course to learn Databricks and PySpark, you have come to the right place.Databricks is a data analytics platform powered by Apache Spark for data engineering, data...

    $19.99
    listed price
  16. 16
    Coursera Certificate Grade B

    NoSQL, Big Data, and Spark Foundations

    Offered by IBM

    Big Data Engineers and professionals with NoSQL skills are highly sought after in the data management industry. This Specialization is designed for those seeking to develop fundamental skills for working with Big Data, A...

    $49.00
    listed price
  17. 17
    Udemy Certificate Grade C

    Databricks Certified Data Engineer Associate

    Esteja preparado para o exame de certificação Databricks Data Engineer Associate.Preparei um excelente material com aulas práticas + Material para Download e explicações detalhadas além de links de referências para estud...

    $49.99
    listed price
  18. 18
    Udemy Certificate Grade C

    Databricks Associate Developer Apache Spark - Real Format

    Are you preparing for the Databricks Certified Associate Developer for Apache Spark exam and looking for a way to practise with real exam questions before the big day? This course has been carefully designed to give you...

    $19.99
    listed price
  19. 19
    Udemy Certificate Grade C

    Simulado Databricks Professional Data Engineer

    O curso Simulado Databricks Certified Data Engineer Professional foi desenvolvido para profissionais e estudantes que desejam se preparar de forma prática e direcionada para a certificação oficial da Databricks.Através d...

    $34.99
    listed price
  20. 20
    Udemy Certificate Grade C

    Databricks Certified Data Engineer Associate (Latest)

    Achieve Databricks Certification on Your First TryReady to boost your career as a data engineer? The Databricks Certified Data Engineer Associate certification is your gateway to mastering one of the most in-demand platf...

    $19.99
    listed price
  21. 21
    Udemy Certificate Grade C

    BigData Hadoop and PySpark full course in Telugu (తెలుగులో)

    This course prepares you for a career change in Big Data Hadoop and Spark.After watching it, you will understand Hadoop, HDFS, YARN, Map reduce, hive, sqoop, Linux, PySpark, Spark sql, PySpark streaming.This is a one sto...

    $29.99
    listed price
  22. 22
    Udemy MOOC / Non-credit Grade C

    PySpark Crash Course - Learn Analytics with Spark, Quickly!

    Ready to dive into the fascinating world of Apache Spark (PySpark)? This course is your ticket to unraveling the mysteries of Spark, starting from the ground up and zooming all the way into some seriously cool stuff like...

    $19.99
    listed price
  23. 23
    Udemy Certificate Grade C

    PySpark - Build DataFrames with Python, Apache Spark and SQL

    This course covers all the fundamentals about Apache Spark streaming with Python and teaches you everything you need to know about developing Spark streaming applications using PySpark, the Python API for Spark. At the e...

    $199.99
    listed price
  24. 24
    Udemy Certificate Grade C

    Master Databricks Data Engineer Associate Certification

    Prepare for the Databricks Certified Data Engineer Associate Exam with these comprehensive practice tests! This course is designed to help you understand key concepts of the Databricks platform, deepen your knowledge, an...

    $19.99
    listed price
  25. 25
    Udemy Certificate Grade C

    Databricks Certified Data Engineer Associate Exams 2025

    Databricks frequently updates their products, which means the content and question bank for their certification exams are also continuously evolving. I aim to provide an updated set of exam questions with high quality, i...

    $19.99
    listed price

Best Spark SQL Courses Online compared

# Course Provider Offered by Price
1 Master Apache Spark using Spark SQL and PySpark 3 Udemy $24.99 View →
2 Spark SQL and Spark 3 using Scala Hands-On with Labs Udemy $24.99 View →
3 Big Data Foundations with Hadoop and Spark Coursera Packt $49.00 View →
4 PySpark for Data Science Coursera Edureka $49.00 View →
5 Data Processing, Exploratory Analysis and Visualization Coursera Microsoft $49.00 View →
6 [NEW] Databricks Data Engineer Associate Udemy $99.99 View →
7 Databricks Certified Developer for Spark 3.0 Tests Prep 2026 Udemy $19.99 View →
8 Databricks Data Engineer Associate | 260 Q Practice [2026] Udemy $34.99 View →
9 Databricks Certified Associate Spark Developer Certification Udemy $39.99 View →
10 Databricks Certified Associate Developer for Apache Spark Udemy $109.99 View →
11 Cloudera Certified Associate CCA Spark and Hadoop Developer Udemy $19.99 View →
12 Databricks Certified Data Engineer Associate Test 2024 Udemy $34.99 View →
13 Tests for Databricks Certified Data Engineer Associate Udemy $24.99 View →
14 Apache Spark with Scala useful for Databricks Certification Udemy $19.99 View →
15 Databricks and PySpark for Big Data: From Zero to Expert Udemy $19.99 View →
16 NoSQL, Big Data, and Spark Foundations Coursera IBM $49.00 View →
17 Databricks Certified Data Engineer Associate Udemy $49.99 View →
18 Databricks Associate Developer Apache Spark - Real Format Udemy $19.99 View →
19 Simulado Databricks Professional Data Engineer Udemy $34.99 View →
20 Databricks Certified Data Engineer Associate (Latest) Udemy $19.99 View →
21 BigData Hadoop and PySpark full course in Telugu (తెలుగులో) Udemy $29.99 View →
22 PySpark Crash Course - Learn Analytics with Spark, Quickly! Udemy $19.99 View →
23 PySpark - Build DataFrames with Python, Apache Spark and SQL Udemy $199.99 View →
24 Master Databricks Data Engineer Associate Certification Udemy $19.99 View →
25 Databricks Certified Data Engineer Associate Exams 2025 Udemy $19.99 View →

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 25 priced courses on this page run from $19.99 to $199.99, with the middle of the range around $29.99 — 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 and Coursera. The platforms differ in how they sell: some charge once per course, others expect a subscription, and the listed price is not always what you pay at checkout after a promotion.

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 23 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.

Frequently asked questions

What prior knowledge do I need for these Spark SQL courses?
Most courses assume a basic understanding of SQL and general programming concepts. The Udemy courses that use PySpark expect familiarity with Python, while the Scala‑focused Udemy option expects some experience with Scala. Coursera’s broader big‑data courses are suitable for beginners who are comfortable with fundamental data‑analysis ideas.
Are the courses suitable for preparing for Databricks certifications?
Yes, several Udemy courses are explicitly designed for Databricks certification preparation, such as the "Databricks Data Engineer Associate" and "Databricks Certified Developer for Spark 3.0 Tests Prep 2026". They provide practice questions and exam‑style labs that align with the official certification objectives.
How do the Udemy and Coursera offerings differ?
Udemy courses tend to focus on hands‑on labs and specific certification tracks, often at lower price points. Coursera courses are part of broader specialisations, offering a more structured curriculum that includes video lectures, quizzes, and peer‑reviewed assignments, typically at a mid‑range price.
Can I access these courses after completing them?
Both Udemy and Coursera provide lifetime access to the course materials for the duration of your enrolment, allowing you to revisit lectures and exercises whenever you need a refresher.

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