10 Best Big Data Courses and Certifications Online

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Close up iPhone showing Udemy application and laptop with notebookThere are thousands of online courses and classes that will help you enhance your Big Data abilities and earn your Big Data certificate.

In this post, our experts have actually put together a curated list of the 10 Best of the Best Big Data courses, tutorials, training programs, classes and certifications that are offered online right now.

We have included just those courses that satisfy our top quality requirements. We have actually put a lot of time and effort into collecting these all for you. These courses are suitable for all levels, beginners, intermediate students, and experts.

Here’s a look at these courses and what they have to offer for you!

10 Best Big Data Courses and Certifications Online

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”

As of right now, more than 160159+ people have enrolled in this course and there are over 1294+ reviews.

Course Content
“Introduction
Getting Started
Overview of Big Data on AWS
Bigdata Storage & databases on AWS
Big Data Analytic Frameworks using AWS EMR,Athena and Elasticsearch
Data Warehousing on AWS Redshift
Real-Time Big Data Analytics on AWS
Artificial Intelligence/Machine Learning
Business Intelligence on AWS
Big Data Computation on AWS
How does it all work together
Projects”

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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!”

As of right now, more than 157953+ people have enrolled in this course and there are over 27340+ reviews.

Course Content
Learn all the buzzwords! And install the Hortonworks Data Platform Sandbox.
Using Hadoop’s Core: HDFS and MapReduce
Programming Hadoop with Pig
Programming Hadoop with Spark
Using relational data stores with Hadoop
Using non-relational data stores with Hadoop
Querying your Data Interactively
Managing your Cluster
Feeding Data to your Cluster
Analyzing Streams of Data
Designing Real-World Systems
Learning More

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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!”

As of right now, more than 85392+ people have enrolled in this course and there are over 15928+ reviews.

Course Content
“Getting Started
Scala Crash Course [Optional]Using Resilient Distributed Datasets (RDDs)
SparkSQL, DataFrames, and DataSets
Advanced Examples of Spark Programs
Running Spark on a Cluster
Machine Learning with Spark ML
Intro to Spark Streaming
Intro to GraphX
You Made It! Where to Go from Here.”

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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!

As of right now, more than 79092+ people have enrolled in this course and there are over 13378+ reviews.

Course Content
“Getting Started with Spark
Spark Basics and the RDD Interface
SparkSQL, DataFrames, and DataSets
Advanced Examples of Spark Programs
Running Spark on a Cluster
Machine Learning with Spark ML
Spark Streaming, Structured Streaming, and GraphX
You Made It! Where to Go from Here.”

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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”

As of right now, more than 29099+ people have enrolled in this course and there are over 6042+ reviews.

Course Content
Introduction
What is Big Data and Hadoop
Introduction to Hadoop
Pig
Apache Spark
Hive
Real Time Processing
Kafka
Storm
Spark Streaming
HBase
Phoenix
Hadoop Security
Ranger
HDFS Encryption
Advanced Topics
Thank You

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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.”

As of right now, more than 27963+ people have enrolled in this course and there are over 2028+ reviews.

Course Content
Welcome to the Course
Big Data at a Glance
Getting Started with Hadoop
Getting Started with Hive
Getting Started with Pig
Use Cases
Practice

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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”

As of right now, more than 15898+ people have enrolled in this course and there are over 3945+ reviews.

Course Content
Introduction to NiFi and first concepts
Hands On: Getting Started with NiFi
Apache NiFi in depth
Annexes
Bonus Lecture – Coupons For My Other Courses – Student Special Offer

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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”

As of right now, more than 8852+ people have enrolled in this course and there are over 972+ reviews.

Course Content
Big Data Introduction
Environment Setup
Hadoop & Yarn
Sqoop Import
Sqoop Export
Apache Flume
Apache Hive
Spark with Yarn & HDFS
GCS Cluster
Spark Internals
Spark RDD : Transformation & Actions
Spark RDD Practice
Spark Dataframes & Spark SQL
Using Intellij IDE
Running Spark on EMR (AWS Cloud)
Spark with Cassandra
Getting Started with MongoDB
CRUD Operations
Working with Operators
MongoDB Compass
Advanced Mongo
Spark with Mongo

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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”

As of right now, more than 8805+ people have enrolled in this course and there are over 914+ reviews.

Course Content
BIG DATA
BIG DATA Hands-on Practice Exercise
HADOOP
HADOOP Hands-on Practice Exercise
MAP REDUCE
MAP REDUCE Hands-on Practice Exercise
YARN
Apache HIVE
HIVE – Hands-on Practice Exercise
Apache PIG
IMPALA
IMPALA Hands-on Practice Exercise
SQOOP
Zoo Keeper
OOZIE
Installation of Apache Hadoop 2.7.3 on Ubuntu

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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

As of right now, more than 5012+ people have enrolled in this course and there are over 927+ reviews.

Course Content
Introduction to the course
Traditional Data vs Big Data
Big Data Architecture
Data Acquisition Module
Transport Module
Persistence Module
Transformation Module
Reporting Module
Advanced Analytics Module
Big Data Use Cases
Conclusion

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Here are some frequently asked questions about learning Big Data

How Long Does It Take to Learn Big Data?

The answer to the question “How long does it ttake to learn Big Data” is … it depends. Everybody has different needs, and everyone is working in different situations, so the answer for one person might be completely different than for another person.

Consider these questions: What are you attempting to Learn Big Data for? Where is your beginning point? Are you a newbie or do you have experience with Big Data? How much can you practice? 1 hour per day? 40 hours each week? Check out this course about Big Data.

Is Big Data Easy Or Hard to Learn?

No, learning Big Data isn’t hard for most people. Check this course on how to Learn Big Data in no time!

How to Learn Big Data Fast?

The fastest method to Learn Big Data is to first get this Big Data course, then practice whatever you learn whenever you can. Even if its simply 15 minutes a day of practice. Consistency is essential.

Where to Learn Big Data?

If you want to explore and learn Big Data, then Udemy provides you the best platform to learn the Big Data. Check this course on how to Learn Big Data in no time!