If you’re looking to build new skills or advance your career, these online courses can help you get started. Our editorial team reviewed dozens of highly rated programs, student reviews, course content, instructor quality, and enrollment numbers to create this list of the 10 Best Apache Spark Certification Online Courses, Training Programs, Classes, Tutorials, and Certifications available today.
Whether you’re a beginner or an experienced professional, these courses offer flexible learning options designed to help you gain practical knowledge and real-world skills at your own pace.
10 Best Apache Spark Certification Courses, Training, Classes & Tutorials Online
| Course Name | Enrolled Students (Count) | Reviews (count) |
|---|---|---|
| 1. Apache Spark with Scala – Hands On with Big Data! Our Best Pick | 85392+ | 15928+ |
| 2. Taming Big Data with Apache Spark and Python – Hands On! | 79092+ | 13378+ |
| 3. Scala and Spark for Big Data and Machine Learning | 29802+ | 5039+ |
| 4. Streaming Big Data with Spark Streaming and Scala – Hands On | 25049+ | 3317+ |
| 5. Apache Spark 3 – Spark Programming in Python for Beginners | 21865+ | 3811+ |
| 6. Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru | 20729+ | 2904+ |
| 7. Spark SQL and Spark 3 using Scala Hands-On with Labs | 19418+ | 2468+ |
| 8. Apache Spark for Java Developers | 14163+ | 2333+ |
| 9. Apache Spark 3 – Spark Programming in Scala for Beginners | 9364+ | 1745+ |
| 10. Apache Spark 3 & Big Data Essentials in Scala | Rock the JVM | 9063+ | 1568+ |
Online learning has become one of the most convenient and affordable ways to develop professional skills, prepare for certification exams, and stay competitive in today’s job market. The courses below were selected based on course quality, student feedback, instructor reputation, and overall value.
1. Apache Spark with Scala – Hands On with Big Data! by Sundog Education by Frank Kane, Frank Kane, Sundog Education Team Udemy Course Our Best Pick
Apache Spark tutorial with 20+ hands-on examples of analyzing large data sets, on your desktop or on Hadoop with Scala!
At the time of writing, more than 85392+ students have enrolled in this course and shared over 15928+ reviews.
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2. Taming Big Data with Apache Spark and Python – Hands On! by Sundog Education by Frank Kane, Frank Kane, Sundog Education Team Udemy Course
PySpark tutorial with 20+ hands-on examples of analyzing large data sets on your desktop or on Hadoop with Python!
At the time of writing, more than 79092+ students have enrolled in this course and shared over 13378+ reviews.
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3. Scala and Spark for Big Data and Machine Learning by Jose Portilla Udemy Course
Learn the latest Big Data technology – Spark and Scala, including Spark 2.0 DataFrames!
At the time of writing, more than 29802+ students have enrolled in this course and shared over 5039+ reviews.
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4. Streaming Big Data with Spark Streaming and Scala – Hands On by Sundog Education by Frank Kane, Frank Kane, Sundog Education Team Udemy Course
Spark Streaming tutorial covering Spark Structured Streaming, Kafka integration, and streaming big data in real-time.
At the time of writing, more than 25049+ students have enrolled in this course and shared over 3317+ reviews.
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5. Apache Spark 3 – Spark Programming in Python for Beginners by Prashant Kumar Pandey, Learning Journal Udemy Course
Data Engineering using Spark Structured API
At the time of writing, more than 21865+ students have enrolled in this course and shared over 3811+ reviews.
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6. Apache Spark 2.0 with Java -Learn Spark from a Big Data Guru by Tao W., James Lee, Level Up Udemy Course
Learn analyzing large data sets with Apache Spark by 10+ hands-on examples. Take your big data skills to the next level.
At the time of writing, more than 20729+ students have enrolled in this course and shared over 2904+ reviews.
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7. Spark SQL and Spark 3 using Scala Hands-On with Labs by Durga Viswanatha Raju Gadiraju, Asasri Manthena Udemy Course
A comprehensive course on Spark SQL as well as Data Frame APIs using Scala with complementary lab access
At the time of writing, more than 19418+ students have enrolled in this course and shared over 2468+ reviews.
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8. Apache Spark for Java Developers by Richard Chesterwood, Matt Greencroft, Virtual Pair Programmers Udemy Course
Get processing Big Data using RDDs, DataFrames, SparkSQL and Machine Learning – and real time streaming with Kafka!
At the time of writing, more than 14163+ students have enrolled in this course and shared over 2333+ reviews.
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9. Apache Spark 3 – Spark Programming in Scala for Beginners by Prashant Kumar Pandey, Learning Journal Udemy Course
Data Engineering using Spark Structured API
At the time of writing, more than 9364+ students have enrolled in this course and shared over 1745+ reviews.
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10. Apache Spark 3 & Big Data Essentials in Scala | Rock the JVM by Daniel Ciocîrlan Udemy Course
Learn Spark 3: Learn practical Big Data with Spark DataFrames, Datasets, RDDs and Spark SQL, hands-on, in Scala
At the time of writing, more than 9063+ students have enrolled in this course and shared over 1568+ reviews.
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