Are you looking for the Best Resources to learn Big Data?… If yes, you are in the right place. In this article, I have listed all the best resources to learn Big Data including Online Courses, Tutorials, Books, and YouTube Videos.
So, give a few minutes and find the best resources to learn Big Data. You can bookmark this article so that you can refer to this article later.
Data is increasing very fast. According to one report, By 2025, it’s estimated that 463 exabytes of data will be created globally – the equivalent of 212,765,957 DVDs per day!
And here Big data analytics come into place, to manage and process such a vast amount of data.
Now, without any further ado, let’s get started-
Best Resources to learn Big Data
For your convenience, I have created separate tables for each resource. So let’s start with online courses-
Note- If you are reading this article on Mobile, Please slide left for Full Table.
Best Courses to learn Big Data
| S/N | Course Name | Rating | Time to Complete |
|---|---|---|---|
| 1. | Intro to Hadoop and MapReduce– Udacity FREE Course | NA | 1 Month |
| 2. | Big Data Specialization– Coursera | 4.5/5 | 8 months |
| 3. | Introduction to Big Data– Coursera FREE to Audit Course | 4.6/5 | 17 hours |
| 4. | Modern Big Data Analysis with SQL Specialization– Coursera | 4.8/5 | 4 months |
| 5. | Big Data with PySpark– DataCamp | NA | 24 hours |
| 6. | MicroMasters® Program in Big Data– edX | NA | 1 year (If you spend 7 – 9 hours per week) |
| 7. | Hadoop Developer In Real World– Udemy | 4.6/5 | 20.5 hours |
| 8. | Spark– Udacity FREE Course | NA | 10 hours |
| 9. | Big Data and Hadoop Essentials– Udemy FREE Course | 4.2/5 | 43min |
| 10. | Introduction to Big Data with Spark and Hadoop– Coursera FREE to Audit Course | 4.4/5 | 11 hours |
| 11. | Data Wrangling with MongoDB– Udacity FREE Course | NA | 2 months |
| 12. | Big Data Analytics in Healthcare– Udacity FREE Course | NA | 2 months |
| 13. | Fundamentals of Big Data– Coursera FREE to Audit Course | 4.4/5 | 12 hours |
| 14. | Apache Spark with Scala – Hands-On with Big Data!– Udemy | 4.5/5 | 7.5 Hours |
| 15. | Become a Data Engineer– Udacity | 4.5/5 | 5 Months |
| 16. | Data Engineering, Big Data, and Machine Learning on GCP Specialization– Coursera | 4.6/5 | 3 months |
Best Books to learn Big Data
| S/N | Book Name | Author | Book LInk |
|---|---|---|---|
| 1. | Designing Data-Intensive Applications: The Big Ideas Behind Reliable, Scalable, and Maintainable Systems | Martin Kleppmann | Buy on Amazon |
| 2. | Big Data: A Revolution That Will Transform How We Live, Work, and Think | Viktor Mayer-Schönberger, Kenneth Cukier | Buy on Amazon |
| 3. | Everybody Lies: Big Data, New Data, and What the Internet Can Tell Us About Who We Really Are | Seth Stephens-Davidowitz | Buy on Amazon |
| 4. | The Big Book of Dashboards: Visualizing Your Data Using Real-World Business Scenarios | Steve Wexler | Buy on Amazon |
| 5. | Big Data For Dummies | Alan Nugent, Marcia Kaufman, Dan Kirsch, Judith Hurwitz | Buy on Amazon |
| 6. | Big Data: A Complete Guide to the Basic Concepts in Data Science, Cyber Security, Analytics and Metrics (Big Data and Artificial Intelligence) | Hans Weber | Buy on Amazon |
| 7. | Big Data: Using SMART Big Data, Analytics and Metrics To Make Better Decisions and Improve Performance | Bernard Marr | Buy on Amazon |
| 8. | Big Data For Beginners | Vince Reynolds | Buy on Amazon |
| 9. | Big Data on Campus: Data Analytics and Decision Making in Higher Education | Karen L. Webber | Buy on Amazon |
| 10. | The Enterprise Big Data Lake: Delivering the Promise of Big Data and Data Science | Alex Gorelik | Buy on Amazon |
Best Big Data Tutorials
| S/N | Tutorial Name | Provider |
|---|---|---|
| 1. | What is Big Data? | javaTpoint |
| 2. | Big Data Tutorial | Simplilearn |
| 3. | Big Data Tutorial for Beginners | intellipaat |
| 4. | Big Data Hadoop Tutorial for Beginners | Guru99 |
| 5. | Big Data & Analytics Tutorials | TutorialsPoint |
| 6. | Big Data Tutorial Library | Data Flair |
| 7. | Big Data Tutorial | Edureka |
| 8. | Big Data Tutorial For Beginners | SoftwareTestingHelp |
| 9. | Data Science Tutorial | w3schools |
| 10. | Big Data Tutorial and Resources | Educba |
Best Youtube Channels to learn Big Data
| S/N | Tutorial Name | Channel Name |
|---|---|---|
| 1. | Big Data & Hadoop Full Course | Edureka |
| 2. | Big Data Tutorial For Beginners | Simplilearn |
| 3. | Big Data Engineer Full Course | Simplilearn |
| 4. | Big Data Engineering Course | Data Engineering |
| 5. | Big Data Hadoop Tutorial Videos | Edureka |
| 6. | Big Data Hadoop Tutorial Videos | Simplilearn |
| 7. | Big Data Analytics Full Course In 10 Hours | MyGreatLearning |
| 8. | Hadoop Tutorial for Beginners | MyGreatLearning |
| 9. | Apache Hadoop Administration – Full Course | Databases A2Z |
| 10. | Hive Tutorial | MyGreatLearning |
And here the list ends. I hope these resources will help you to learn and master Big Data. I would suggest you bookmark this article for future referrals.
Now it’s time to wrap up.
Conclusion
In this article, I tried to cover all the Best Resources to learn Big Data from online courses to YouTube videos. If you have any doubts or questions, feel free to ask me in the comment section.
All the Best!
Enjoy Learning!
You May Also Be Interested In
10 Best Online Courses for Data Science with R Programming
8 Best Free Online Data Analytics Courses You Must Know in 2025
Data Analyst Online Certification to Become a Successful Data Analyst
8 Best Books on Data Science with Python You Must Read in 2025
14 Best+Free Data Science with Python Courses Online- [Bestseller 2025]
10 Best Online Courses for Data Science with R Programming in 2025
8 Best Data Engineering Courses Online- Complete List of Resources
Thank YOU!
Explore More about Data Science, Visit Here
Though of the Day…
‘ It’s what you learn after you know it all that counts.’
– John Wooden
Written By Aqsa Zafar
Founder of MLTUT, Machine Learning Ph.D. scholar at Dayananda Sagar University. Research on social media depression detection. Create tutorials on ML and data science for diverse applications. Passionate about sharing knowledge through website and social media.