Become a Data Practitioner — Hands-On Labs Big Data Courses

There are thousands of educational materials out there for learning Big Data. However, much of Big Data Courses are without Graded Assignments or Peer Feedback and has a very poor quality.

So, I decided to inspire your Big Data journey by compiling the best courses from the world-class educators to help you learn and become a skilled Big Data Practitioner.

As a beginner, you may be looking for a way to get a solid understanding of Big Data that’s not only rigorous and practical, but also concise and fast.

These Big Data Courses will give you a sense of the Big Data Landscape and edify you with skills to become effective in your Big Data Projects, whatever that may be!

Please note, this compilation will be updated at least once every quarter to ensure that the courses are aligned with latest Technologies and Trends.

So, go ahead & save this one in your pocket/ bookmarks. 

Now, without a further ado, let’s get started.

 


The 7 Big Data Courses from the World-Class Educators

Below, I’ve curated a list of best online big data courses to learn everything about Hadoop with MapReduce, Hadoop Distributed File System ( HDFS ), Spark, and more.

Remember, If you would like us to audit any Big Data Course that you feel should be listed in this piece, please let me know in the comments below!

 


Introduction to Big Data 

This “Introduction to Big Data, is designed by University of California San Diego and delivered via Coursera.

This is one of the highly rated course on the internet and provides an introduction to Hadoop framework.

In this course, you learn to become conversant with the terminology and the core concepts behind big data problems, applications, and systems.

Introduction to Big Data - UC SanDiego

Is it right for you?

If you are a beginner without any programming experience, then this course is very suitable for you.

Upon the successful completion of this course, you will be well versed with key concepts of performing big data analysis using Hadoop.

GO TO COURSE

 


The Ultimate Hands-On Hadoop – Tame your Big Data!

This course “The Ultimate hands-on Hadoop“, is designed for application development by Sundog Education and delivered via Udemy by Frank Lane.

This is one of the highly-rated course on the internet and is quite comprehensive, covering topics on Hadoop tutorial with MapReduce, HDFS, Spark, Hive, MongoDB, and more.

Through hands-on activities and exercises, you will gain real experience from using Hadoop and its associated distributed systems.

The Ultimate Hands-On Hadoop - Tame your Big Data! - Udemy

Is it right for you?

This course is packed with hands-on exercises and activities that require you to write scripts in Python, Apache Pig or Scala.

So if you have a background in programming, then this course will edify you with a deeper understanding of Hadoop and you will walk away with better understanding of applying Hadoop to real-world problems.

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Managing Big Data with MySQL

This course “Managing Big Data with MySQL“, designed by Duke University is to help learners to use the relational databases in business analysis.

First, you will learn how relational databases work, and how to use entity-relationship diagrams to display the structure of the data held within them.

Second, you’ll understand how data needs to be collected, and how you can identify features you want to consider.

Finally, you’ll learn to execute the most useful query and table aggregation statements and practice using them with real databases.

Managing Big Data with MySQL - Duke

Is it right for you?

This course is for absolute beginners who want to learn how to access data using relational databases and gain insights into how to improve businesses.

Upon the completion of this course, you will have gained a solid understanding of managing big data with relational databases.

GO TO COURSE

 


Big Data Analysis with Scala and Spark

This course “Big Data Analysis with Scala and Spark” is designed by EPFL- Switzerland and delivered via Coursera by Prof. Heather Miller.

This course provides an introduction to Spark Basics and then cover Spark’s programming model in detail, and important concepts for streamlining data analysis tasks.

With the help of hands-on examples in Spark and Scala, you will understand how to tackle issues related to latency and learn some techniques on how to improve network communication for maximum performance.

Big Data Analysis with Scala and Spark -EPFL

Is it right for you?

This course is suitable for learners with familiarity using Command Line and have at least one year experience in one of these programming languages; Java, C#, C/C++, Python, Javascript or Ruby.

This Course is also part of a Functional Programming in Scala Specialization, available on Coursera.

By the end of this course, you will have gained a solid understanding of expressing algorithms for data analysis in a functional style and also manipulate data with Spark and Scala.

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Big Data Essentials: HDFS, MapReduce and Spark RDD

This course “Big Data Essentials“, is designed by Yandex Data School and delivered via Coursera by Yandex Technical Instructors.

In this 6-week course, you will receive an introduction and learn everything important there is to learn about HDFS, MapReduce and Spark RDD.

With the help of hands-on exercise and assignments, you’ll equipped with skills to work with real datasets and become highly prepared for creating solutions in finance, social networks, telecommunications and many other fields.

Big Data Essentials: HDFS, MapReduce and Spark RDD

Is it right for you?

This course assumes some knowledge of python programming and familiarity using command line.

Upon the successful completion of this courses, you will come to have a better understanding of using Big Data Landscape.

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Big Data Tools

This course “Big Data Tools”, is designed by Arizona State University and delivered via Coursera.

This is a pretty good course on getting an introduction to Big Data Landscape and you will learn about how to efficiently use Big Data Tools like; Hadoop, MapReduce, Apache Spark, and Graph Processing Engines.

GO TO COURSE

Is it right for you?

This course assumes basic knowledge of programming and some understanding of Data Systems.

By the end of the course you will have gained solid knowledge of Data Management in MapReduce Systems, Apache Spark and Apache Hadoop.

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Big Data Applications: Real Time Streaming

This course “Big Data Applications: Real-Time Streaming”, is designed by Yandex Data School and delivered via Coursera by Yandex Technical Instructors.

Simply put, this course aims at helping learners to judiciously use the popular and powerful systems as Apache Kafka, Cassandra and Redis.

Big Data Applications: Real-Time Streaming - Yandex

Is it right for you?

This course is suitable for learners who have already worked on Hadoop and used SQL. Moreover, you must have knowledge of bash, Python and Spark.

By the end of this course, you will have gained solid understanding and life-long skills to streamline processing systems and NoSQL databases.

GO TO COURSE

 


Thanks for making it to the end 😉

If you liked this article, i’ve got a few practical reads for you. One about How to Become a Data Scientist and One about the Best Data Science Courses on the Internet.

I’ve also got this  data science newsletter that you might be into. I send a tiny email once every fortnight with some useful and cool stuff I’ve found/made.

Don’t worry, I hate spam as much as you. ☟


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