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 Big Data 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 Big Data Certification Courses, Training, Classes & Tutorials Online
| Course Name | Enrolled Students (Count) | Reviews (count) |
|---|---|---|
| 1. Big Data on Amazon web services (AWS) Our Best Pick | 160159+ | 1294+ |
| 2. The Ultimate Hands-On Hadoop: Tame your Big Data! | 157953+ | 27340+ |
| 3. Apache Spark with Scala – Hands On with Big Data! | 85392+ | 15928+ |
| 4. Taming Big Data with Apache Spark and Python – Hands On! | 79092+ | 13378+ |
| 5. Learn Big Data: The Hadoop Ecosystem Masterclass | 29099+ | 6042+ |
| 6. Big Data and Hadoop for Beginners – with Hands-on! | 27963+ | 2028+ |
| 7. Introduction to Apache NiFi | Cloudera DataFlow – HDF 2.0 | 15898+ | 3945+ |
| 8. Master Big Data – Apache Spark/Hadoop/Sqoop/Hive/Flume/Mongo | 8852+ | 972+ |
| 9. Big Data Hadoop – The Complete Course | 8805+ | 914+ |
| 10. Architecting Big Data Solutions | 5012+ | 927+ |
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. Big Data on Amazon web services (AWS) by Learnsector LLP Udemy Course Our Best Pick
Learn About Building out Scalable, Resilient Big Data Solutions Using Various Services on AWS Cloud Platform
At the time of writing, more than 160159+ students have enrolled in this course and shared over 1294+ reviews.
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2. The Ultimate Hands-On Hadoop: Tame your Big Data! by Sundog Education by Frank Kane, Frank Kane, Sundog Education Team Udemy Course
Data Engineering and Hadoop tutorial with MapReduce, HDFS, Spark, Flink, Hive, HBase, MongoDB, Cassandra, Kafka + more!
At the time of writing, more than 157953+ students have enrolled in this course and shared over 27340+ reviews.
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3. Apache Spark with Scala – Hands On with Big Data! by Sundog Education by Frank Kane, Frank Kane, Sundog Education Team Udemy Course
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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4. 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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5. Learn Big Data: The Hadoop Ecosystem Masterclass by Edward Viaene Udemy Course
Master the Hadoop ecosystem using HDFS, MapReduce, Yarn, Pig, Hive, Kafka, HBase, Spark, Knox, Ranger, Ambari, Zookeeper
At the time of writing, more than 29099+ students have enrolled in this course and shared over 6042+ reviews.
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6. Big Data and Hadoop for Beginners – with Hands-on! by Andalib Ansari Udemy Course
Everything you need to know about Big Data, and Learn Hadoop, HDFS, MapReduce, Hive & Pig by designing Data Pipeline.
At the time of writing, more than 27963+ students have enrolled in this course and shared over 2028+ reviews.
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7. Introduction to Apache NiFi | Cloudera DataFlow – HDF 2.0 by Stephane Maarek | AWS Certified Cloud Practitioner,Solutions Architect,Developer Udemy Course
Apache NiFi – An Introductory Course to Learn Installation, Basic Concepts and Efficient Streaming of Big Data Flows
At the time of writing, more than 15898+ students have enrolled in this course and shared over 3945+ reviews.
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8. Master Big Data – Apache Spark/Hadoop/Sqoop/Hive/Flume/Mongo by Navdeep Kaur Udemy Course
In-depth course on Big Data – Apache Spark , Hadoop , Sqoop , Flume & Apache Hive, MongoDB & Big Data Cluster setup
At the time of writing, more than 8852+ students have enrolled in this course and shared over 972+ reviews.
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9. Big Data Hadoop – The Complete Course by TELCOMA Global 70,000+ Students! Udemy Course
Learn BIG DATA HADOOP Hands-on from Global Experts – Apache Hadoop, HDFS, Map Reduce, YARN, Hive, PIG, Impala, Scoop
At the time of writing, more than 8805+ students have enrolled in this course and shared over 914+ reviews.
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10. Architecting Big Data Solutions by V2 Maestros, LLC Udemy Course
How to architect big data solutions by assembling various big data technologies – modules and best practices
At the time of writing, more than 5012+ students have enrolled in this course and shared over 927+ reviews.
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