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Top 5 Free Big Data Courses to Learn Hadoop, Spark, and Kafka in 2024 - Best of Lot

Hello Java Programmers, If you want to learn Big Data technologies in 2024 like Hadoop, Apache Spark, and Apache Kafka and you are looking for some free resources like books, courses, and tutorials, then you have come to the right place. This article will share some of the best free online practices to learn Hadoop and Spark from Udemy and Pluralsight at your own pace. I like to start with FREE resources before I have enough knowledge to choose the right book or enroll in a little expensive course. It's also my passion to surf the web to find great free resources and share them with you guys.

Like Data Science, Big Data is another space that I am looking to learn better in 2024. There are a lot of tools, technology, frameworks, and libraries that exist in the Big Data space. Still, I have chosen the one closer to the Java community like Apache Hadoop, Spark, and Apache Kafka.

Since Big Data is not limited to Java, I have included a free Scala course on Apache Spark. If you are a Scala developer or learning Scala to become a Polyglot programmer, which itself is an excellent idea.

If you are new here, you may want to check out some more free courses on Java, Spring, Linux, Python, SQL, Angular, React, Oracle, Eclipse, Maven, and several other Java and related technologies.

Also, If you are serious about learning Big Data and don't mind spending a few bucks on good learning resources, then you can also check out The Ultimate Hands-On Hadoop - Tame your Big Data! By Frank Kane on Udemy. This is one of the best and most comprehensive online courses to learn Big Data and Hadoop at this moment.

5 Free Online Courses to learn Big Data and Hadoop in 2024

Without wasting any more of your time, here is my list of some of the best free online courses to learn about Big Data and Hadoop in 2024. It also includes lessons on Apache Spark, another exciting Big Data framework that works well with Java, Scala, and Python.

These are some of the best free Big Data Courses from Udemy and Pluralsight to kick-start your journey into the beautiful world of Big Data in 2024:

    1. Hadoop Starter Kit [Free course Udemy]

    If you don't know, Apache Hadoop is the leading Big Data framework that provides utilities that facilitate using multiple computers to solve problems involving massive data like Google Search. It's based on Map Reduce pattern i.e. you can divide a Big Problem into several small ones and then combine the result from each node to produce the final result.

    This is a great course to learn about Hadoop. It explains all core concepts of Hadoop in fun and easy ways like HDFS, Map Reduce, Apache Pig and Hive, etc.

    If you are passionate about Big Data and Hadoop, this is a great course. It's free, and you also get access to a multi-node Hadoop training cluster to practice along the course.

    You will also learn to calculate the maximum closing price for stock symbols from a stock dataset using Apache Pig and Hive. Overall, a fantastic, hands-on course to learn about Hadoop.

    best free Big Data courses for Java developers

    Suppose you are thinking of learning Apache Spark, another great Big Data framework that provides better throughput than Hadoop in many cases with Scala Programming language. In that case, this is a great course to start with.

    This course will teach you how to set up your development environment for building a Spark application using Scala with IntelliJIDEA.

    It comes with a Scala plugin which makes developing the Scala application really easy. You will also run how to integrate Spark within IntelliJ IDEA.

    Even if you are new to Java and Scala world, you can take this course because it will guide you step by step from installing Java, IntelliJIDEA, to Apache Spark.

    In short, a good introductory course on Apache Spark with Scala Programming language.

    3. Big Data and Hadoop Essentials [Free Udemy Course]

    This is one of the most popular free Big Data and Hadoop courses on Udemy, with over 80,000 students already enrolled in it. This speaks volumes about the quality of the course.

    In this course, you will develop an understanding of Big Data Problems with some real-world examples. You will learn about Hadoop and understand why it is so powerful.

    You will also understand the difference between Data Science and Big Data, which often confuses programmers while selecting a career path or understanding a job description.

    Even though this is a concise course, just 45 minutes long, you will learn enough about Big Data and Hadoop to start your journey. I highly recommend this course before you can take any other course on Big Data and Hadoop.

    best free online course to learn Big Data for Java developers

    4. Learn Big Data & Hadoop with Practical [Free Udemy Course]

    One of the main challenges to start with Big Data development is setting your own development environment. Since Big Data comprises many open source technologies like Hadoop, Spark, Pig, Hive, etc., it becomes complex to get an end-to-end environment.

    This free Big Data course will teach you how to set up a Big Data development environment on your personal computer or laptop using distributions like Cloudera or Hortonworks. This is a complete practical course on Big Data and Hadoop. 

    Both Cloudera and Hortonworks provide a virtual machine image containing all Big Data Eco System tools pre-packed, making it easy to start learning and doing development.

    You will also learn to set up other necessary components such as MySQL database and log generation tool and review all essential concepts like HDFS, Map Reduce, Pig, Hive, Spark, etc.

    Free Udemy course to learn Big Data and Hadoop

    5. Big Data & Hadoop Full Course - Learn Hadoop In 10 Hours [Free YouTube Course]

    If you want to learn Big Data for Free then YouTube is the best place to go. YouTube has got a lot of free online courses to learn new technical skill and Big Data is one of them.  This free Big Data course is provided by Edureka, a leading online training platform. 

    In this free Big Data course you will learn about Big Data, why do you need it and what are pros and cons of Big Data. You will also learn about HDFS, Hive Structure, Hive Components, Pig, MapReduce and much more. 

    This Big Data & Hadoop Tutorial is ideal for both beginners as well as professionals who want to master the Hadoop Ecosystem. At the end of the tutorial, there are also Big Data Interview Questions you can use to prepare for your next Big Data Interview. You can see the full list of topics which is covered in this free Big Data course on YouTube. You can also watch this free course it right here

    If you like the course, you can also join Edureka's Big Data Architect Masters Program to learn Big Data in depth and also get a certificate. You can use discount code YOUTUBE20 to get 20% OFF. 

    6. Big Data: The Big Picture  [Free Trial Pluralsight]

    One of the mistakes many developers made while learning a new technology or programming language, including me, is directly going into details without understanding the Big Picture.

    If you know why something exists like the problem, you will better understand the technology and how it solves it.

    This course is just for that. It will tell you about concepts, companies, and technologies that make up the whole Big Data world and help you understand how you can adapt Big Data to solve your own business problem.

    The instructor Andrew Brust is ZDNet's Big Data correspondent and provides a different overview of Big Data than you will get from a Programmer or fellow developer.

    Top 5 Free Big Data Courses to learn Hadoop, Spark Online - Best of Lot

    That's all about best free Big Data Best online courses to learn Hadoop and Apache Spark. You can take these courses in the comfort of your office or home. You can also learn at your own pace, no need to rush or go anywhere. 

    Btw, In Udemy, a free course sometimes turns into a paid course, so make sure you check that before you join the course, but once you join these courses, you will get lifelong access to them free of cost.

    I generally join the course to get it free once it's available, even if I don't have enough time to attend that fully. I can always go back and learn once I enroll in that course. If you are interested in these courses better to enroll now than later when they may not be free.

    Other Free Online Programming and Development Courses you may like to explore:

    Thanks a lot for reading this article so far. If you like these best free Big Data courses to learn Hadoop, Apache Spark in Java, please share them with your friends and colleagues. If you have any questions or feedback then please drop a note.

    P. S. - If you are serious about learning Big Data and don't mind spending a few bucks on good learning resources, then you can also check out these best Big Data Courses from Udemy. This is one of the best and most comprehensive online courses to learn Big Data and Hadoop at this moment.

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