10 Best Big Data and Hadoop Books, and Courses in 2024
Hello guys, if you are looking to learn Big Data and Hadoop, and looking for some excellent books, courses, and tutorials to start with, then you have come to the right place.
In the past have shared some free Big Data and Hadoop Courses and the best Big Data Courses and In this article, I am going to share some of the best resources to learn Big Data and Hadoop, including tutorials, books, and online courses.
You can use these resources to learn both Big Data in general and Hadoop in particular at a time and place convenient to you.
10 Best Big Data and Hadoop Books, Courses, and Tutorials for Beginners in 2024
So, what are we waiting for, let’s dive into the best books, courses, and tutorials to learn Big Data and Hadoop in-depth? Here is the list of the best online resources to learn Big Data:
1. The Ultimate Hands-On Hadoop (udemy.com)
An excellent course to learn Hadoop online. It’s very comprehensive and covers Hadoop, MapReduce, HDFS, Spark, Pig, Hive, HBase, MongoDB, Cassandra, Flume — the list goes on! Over 25 technologies.
This is one of the best Big Data and Hadoop course on Udemy, created by Frank Kane, this course is really the ultimate tutorial for learning Hadoop in depth.
If you can pick just one course from this list, choose this one. It’s not free but the worth of its price and you can get in just $10 on Udemy sales which happens every now and then.
Here is the link to join this course — The Ultimate Hands-On Hadoop
2. The Building Blocks of Hadoop — HDFS, MapReduce, and YARN (pluralsight.com)
Processing billions of records require a deep understanding of distributed computing. In this course, you’ll get introduced to Hadoop, an open-source distributed computing framework that can help you do just that.
By the way, you would need a Pluralsight membership to join this course which costs around $29 per month or $299 per year (14% discount).
I highly recommend this subscription to all programmers as it provides instant access to more than 7000+ online courses to learn any tech skill. Alternatively, you can also use their 10-day-free-pass to watch this course for FREE.
Here is the link to join this course — The Building Blocks of Hadoop — HDFS, MapReduce, and YARN
3. Yahoo! Hadoop Tutorial (developer.yahoo.com)
This tutorial includes the following materials designed to teach you how to use the Hadoop distributed data processing environment:
- Hadoop 0.18.0 distribution (includes full source code)
- A virtual machine image running Ubuntu Linux and preconfigured with Hadoop
- VMware Player software to run the virtual machine image
- A tutorial that will guide you through many aspects of Hadoop’s installation and operation.
Overall, an in-depth tutorial to learn Hadoop for both beginners and experienced developers.
4. Big Data and Hadoop for Absolute Beginners (udemy.com)
This is a great course for any beginners to get familiar with essential Big Data and Hadoop concepts in a simplified way. The course is also very hands-on as you will not only learn how to install and build up a Hadoop cluster from scratch but also learn about administration and management of the Hadoop cluster in production or live environment.
Here is the link to join this course — Big Data and Hadoop for Absolute Beginners
5. Hadoop Tutorial (tutorialspoint.com)
Another awesome and free tutorial to learn Hadoop. This tutorial has been prepared for professionals aspiring to learn the basics of Big Data Analytics using Hadoop Framework and become a Hadoop Developer. Software Professionals, Analytics Professionals, and ETL developers are the key beneficiaries of this course.
6. Hadoop MapReduce in Depth (udemy.com)
MapReduce framework is closest to Hadoop in terms of processing data. It is considered an atomic processing unit in Hadoop, and that is why it is never going to be obsolete. If you want to learn this essential concept in Hadoop, then this is the best course to start with.
Here is the link to join this course — Hadoop MapReduce in Depth
7. The “Getting Started with Hadoop” Tutorial (cloudera.com)
Getting started with the Apache Hadoop stack can be a challenge, whether you’re a computer science student or a seasoned developer. There are many moving parts, and unless you get hands-on experience with each of those parts in a broader use-case context with sample data, the climb will be steep.
Following this tutorial using Cloudera’s QuickStart VM or Docker image as a sandbox environment will give you examples of how to get started with some of the tools provided in CDH — Cloudera’s platform containing Hadoop and related projects — and how to manage your services via Cloudera Manager. It will also give you a taste of what it means to “ask bigger questions.”
By the end of this tutorial, you will understand how to use some of the powerful tools in CDH and know how to set up and execute some essential business intelligence and analytics use cases.
8. Apache Hadoop — Tutorial (vogella.com)
Another interesting Hadoop tutorial by Lars Vogel. In this tutorial, you will learn about how to use Apache Hadoop from ground zero. First, you will learn essential concepts like What is Apache Hadoop, what is MapReduce, Hadoop File System or HDFS, etc. and then get some hands-on practice by installing and using Apache Hadoop on your local machine.
9. Hadoop: The Definitive Guide (amazon.com)
The Definitive Guide is, in some ways, the ‘Hadoop Bible’ and can be an excellent reference when working on Hadoop, but do not expect it to provide a simple getting started tutorial for writing a Map Reduce. This book is great for really understanding how everything works and how all the systems fit together.
Here is the link to buy this book — Hadoop: The Definitive Guide
10. Hadoop Platform and Application Framework (coursera.org)
This is another good resource to start with Hadoop and Big Data. It’s particularly good for novice programmers or business people who would like to understand the core tools used to wrangle and analyze big data.
With no prior experience, you will have the opportunity to walk through hands-on examples with Hadoop and Spark frameworks, two of the most common in the industry.
Here is the link to join this course — Hadoop Platform and Application Framework
By the way, if you find Coursera certifications and online courses useful then I suggest you join the Coursera Plus, a great subscription plan from Coursera which gives you unlimited access to their most popular courses, specialization, professional certificate, and guided projects. It cost around $399/year but its complete worth of your money as you get unlimited certificates.
That’s all about some of the best tutorials to learn Apache Hadoop. I have also included some courses and books as they provide more comprehensive learning and, most of the time, the best place to start with. If you have any Hadoop courses which you think should be on this list, then feel free to drop a note.
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P. S. — If you are looking for a free Udemy course to learn Big Data and Hadoop then you can also check out this Big Data and Hadoop Essentials course which is absolutely free. You just need an Udemy account to join this course.
