25 Best Apache Spark Courses Online
We compared 25 Apache Spark courses currently listed on Coursera, Udemy and edX, priced from $19.99 to $199.99. 24 of them teach the subject directly and 1 are built around a certification exam. 3 come from a named university or institution, including IBM, Northeastern University and University of California, Davis. They are ordered by our CourseAsk score, which is built from how thoroughly each course describes what it teaches, whether it comes from a named institution, and how it compares on price — not from star ratings, which our course data does not include.
- Courses compared
- 25
- Price range
- $19.99 – $199.99
- Providers
- Coursera, Udemy, edX
- Last updated
- 18 Sep 2026
How these 25 courses were chosen
Every course below is a real, currently listed course from Coursera, Udemy, edX, matched to "apache spark" 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
Apache Spark with Scala – Hands-On with Big Data!
Offered by Packt
Embark on a journey to master big data processing with Apache Spark and Scala. This course begins with setting up your development environment, ensuring you have a solid foundation in both Spark and Scala. You will dive...
$49.00listed price -
2
Databricks Certified Associate Developer for Apache Spark
If you are looking for a certification-oriented, hands-on and comprehensive course to prepare for the Databricks Certified Associate Developer for Apache Spark certification, you have come to the right place.This course...
$19.99listed price -
3
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...
$24.99listed price -
4
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...
$19.99listed price -
5
Machine Learning with Apache Spark using Scala
Do you want to master Machine Learning at scale using one of the most powerful Big Data frameworks in the world? This course will teach you Machine Learning with Apache Spark 3.0 and Scala, step by step, through real-wor...
$19.99listed price -
6
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...
$19.99listed price -
7
Apache Spark 3 - Databricks Certified Associate Developer
Do you want to learn how to handle massive amounts of data at scale?Learn Apache Spark 3 and pass the Databricks Certified Associate Developer for Apache Spark 3.0Hi, My name is Wadson, and I’m a Databricks Certified Ass...
$19.99listed price -
8
Databricks Certified Assoc. Developer for Apache Spark-Tests
Welcome to our comprehensive course designed to help you pass the Databricks Certified Associate Developer for Apache Spark Exam with confidence. This course is meticulously crafted to provide you with high-quality pract...
$19.99listed price -
9
Tests for Databricks Associate Developer for Apache Spark
Disclaimer:Tests for Databricks Associate Developer for Apache Spark is an independent publication and is neither affiliated with, nor authorized, sponsored, or approved by, Databricks, Inc.Course content is subject to c...
$24.99listed price -
10
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...
$199.99listed price -
11
Tuning Apache Spark: Powerful Big Data Processing Recipes
Video Learning Path OverviewA Learning Path is a specially tailored course that brings together two or more different topics that lead you to achieve an end goal. Much thought goes into the selection of the assets for a...
$199.99listed price -
12
Apache Spark for Data Engineering and Machine Learning
Offered by IBM
This short course introduces you to the fundamentals of Data Engineering and Machine Learning with Apache Spark, including Spark Structured Streaming, ETL for Machine Learning (ML) Pipelines, and Spark ML. By the end of...
$49.00listed price -
13
Databricks Apache Spark 3.X (Python) Certification Practice
Course prepared by Databricks Certified Apache Spark Big Data Specialist!This test validates your knowledge to prepare for Databricks Apache Spark 3.X Certification Exam. (Not affiliated). This practice test follows the...
$24.99listed price -
14
Apache Spark with Scala - Hands On with Big Data!
The course walks through Apache Spark using the Scala language, covering core concepts like RDDs, DataFrames, and Spark SQL with the latest Spark 3 features. It emphasizes practical, hands‑on exercises that let you proce...
$19.99listed price -
15
Azure Synapse Apache Spark Pools: Data engineering
Offered by Microsoft
This course provides training on using Apache Spark within Azure Synapse Analytics for data engineering. You'll learn how to create and manage Spark pools and apply them to process and transform data for pipelines, focus...
$30.00listed price -
16
Associate Developer for Apache Spark - Test Exam 100% Real
Databricks – Associate Developer for Apache SparkThe Databricks Certified Associate Developer for Apache Spark certification is designed to validate the skills and knowledge of developers who use Apache Spark to process,...
$24.99listed price -
17
AI Workflow: Enterprise Model Deployment
Offered by IBM
This is the fifth course in the IBM AI Enterprise Workflow Certification specialization. You are STRONGLY encouraged to complete these courses in order as they are not individual independent courses, but part of a work...
$99.00listed price -
18
Data Management for Analytics Part 2
Offered by Northeastern University
This course will offer you an opportunity to learn the fundamental concepts and emerging technologies in data storage and data governance. It presents a balanced theory-practice focus and covers Structured Query Language...
$49.00listed price -
19
Database to AI: Practical Data Analytics Integration
Offered by Northeastern University
This course introduces the fundamental concepts and emerging technologies in database design and modeling, database systems, data storage, and data governance. It presents a balanced theory-practice focus and covers enti...
$49.00listed price -
20
Learn SQL Basics for Data Science
Offered by University of California, Davis
This Specialization is intended for a learner with no previous coding experience seeking to develop SQL query fluency. Through four progressively more difficult SQL projects with data science applications, you will cover...
$49.00listed price -
21
AWS Data Processing and Analysis
Offered by Packt
Updated in May 2025. This course now 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 yo...
$49.00listed price -
22
Getting Started with Azure Data Solutions
Offered by Whizlabs
The Getting Started with Azure Data Solutions course is designed for beginners, aspiring data engineers, data analysts, cloud professionals, and IT practitioners who want to build a strong foundation in Microsoft Azure’s...
$49.00listed price -
23
Data Engineering for AI and ML Pipelines
Offered by Edureka
Data Engineering for AI and ML Pipelines equips you with the skills to build the data infrastructure that powers modern machine learning systems on Databricks. Across three courses, you will progress from foundational da...
$49.00listed price -
24
Machine Learning, Data Science and Generative AI with Python
Offered by Packt
This course 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 through the co...
$49.00listed price -
25
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...
$49.00listed price
Best Apache Spark Courses Online 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 25 priced courses on this page run from $19.99 to $199.99, with the middle of the range around $49.00 — 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 Coursera, Udemy and edX. 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. 3 of these are produced by a named university or institution, including IBM, Northeastern University and University of California, Davis — which usually means a fixed syllabus and a recognised certificate, rather than an individual instructor’s own course.
Courses versus exam preparation
1 of the entries here are built around a certification exam rather than teaching Apache Spark 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.