Are you looking for the Best Resources to Learn Spark?… If yes, you are in the right place. In this article, I have listed all the best resources to learn Spark including Online Courses, Tutorials, Books, and YouTube Videos.
Now, without any further ado, let’s get started-
Best Resources to Learn Spark
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 Spark
| S/N | Course Name | Rating | Time to Complete |
|---|---|---|---|
| 1. | Programming for Data Science with Python– Udacity | 4.7/5 | 3 months (If you spend 10 hours/week) |
| 2. | AI Programming with Python– Udacity | 4.7/5 | 3 months (If you spend 10 hours/week) |
| 3. | Python and Pandas for Data Engineering– Coursera | 4.4/5 | 38 hours |
| 4. | Applied Data Science with Python Specialization– Coursera | 4.5/5 | 5 months (If you spend 7 hours/week) |
| 5. | Machine Learning for Trading– Udacity FREE Courses | NA | 4 Months |
| 6. | Intro to Data Analysis– Udacity FREE Courses | NA | 6 Weeks |
| 7. | Intro to Data Science– Udacity FREE Courses | NA | 2 Months |
| 8. | The Ultimate Pandas Bootcamp: Advanced Python Data Analysis -Udemy | 4.7/5 | 32 hours |
| 9. | Data Analysis with Pandas and Python– Udemy | 4.6/5 | 21.5 hours |
| 10. | Python for Data Science and Machine Learning Bootcamp– Udemy | 4.6/5 | 25 hours |
Best Books to learn Spark
| S/N | Book Name | Author | Book LInk |
|---|---|---|---|
| 1. | Spark: The Definitive Guide: Big Data Processing Made Simple | Bill Chambers, Matei Zaharia | Buy on Amazon |
| 2. | Learning Spark: Lightning-Fast Data Analytics | Jules Damji, Brooke Wenig, Tathagata Das, Denny Lee | Buy on Amazon |
| 3. | The Spark of Learning | Sarah Rose Cavanagh | Buy on Amazon |
| 4. | Beginning Apache Spark 3 | Hien Luu | Buy on Amazon |
| 5. | Next-Generation Machine Learning with Spark | Butch Quinto | Buy on Amazon |
| 6. | High-Performance Spark | Holden Karau, Rachel Warren | Buy on Amazon |
| 7. | Scaling Machine Learning with Spark | Adi Polak | Buy on Amazon |
| 8. | Data Algorithms with Spark | Mahmoud Parsian | Buy on Amazon |
| 9. | Advanced Analytics with Spark | Sandy Ryza, Uri Laserson, Sean Owen, Josh Wills | Buy on Amazon |
| 10. | Machine Learning with Spark | Rajdeep Dua, Manpreet Singh Ghotra, Nick Pentreath | Buy on Amazon |
Best Spark Tutorials
| S/N | Tutorial Name | Provider |
|---|---|---|
| 1. | Apache Spark Tutorial | TutorialsPoint |
| 2. | Spark By Examples | Spark By Examples |
| 3. | Apache Spark Tutorial | javaTpoint |
| 4. | Spark Tutorial | Data Flair Training |
| 5. | Apache Spark Tutorial | intellipaat |
| 6. | Quick Start | Apache Spark |
| 7. | Apache Spark Tutorial For Beginners | Softwaretestinghelp |
| 8. | Apache Spark Tutorial | tutorialkart |
| 9. | Apache Spark™ Tutorial | databricks |
Best Youtube Channels to learn Spark
| S/N | Tutorial Name | Channel Name |
|---|---|---|
| 1. | Spark Tutorial for Beginners | GreatLearning |
| 2. | PySpark Tutorial | freecodecamp |
| 3. | Apache Spark Full Course | Edureka |
| 4. | Apache Spark Online Training | TutorialsPoint |
| 5. | Spark Full Course | Simplilearn |
| 6. | Apache Spark Tutorials | Learning Journal |
| 7. | Spark Tutorials For Beginners | LimeGuru |
| 8. | Apache Spark Tutorial | Melvin L |
| 9. | Apache Spark Tutorial | Talent Origin |
| 10. | Mastering Apache Spark | AIEngineering |
And here the list ends. I hope these resources will help you to learn and master Spark. 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 Spark 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!
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Thank YOU!
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Though of the Day…
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Written By Aqsa Zafar
Aqsa Zafar is a Ph.D. scholar in Machine Learning at Dayananda Sagar University, specializing in Natural Language Processing and Deep Learning. She has published research in AI applications for mental health and actively shares insights on data science, machine learning, and generative AI through MLTUT. With a strong background in computer science (B.Tech and M.Tech), Aqsa combines academic expertise with practical experience to help learners and professionals understand and apply AI in real-world scenarios.