Are you looking for the Best Resources to learn Data Engineering?… If yes, you are in the right place. In this article, I have listed all the best resources to learn Data Engineering including Online Courses, Tutorials, Books, and YouTube Videos.
Now, without any further ado, let’s get started-
Best Resources to learn Data Engineering
For your convenience, I have created separate tables for each resource. So let’s start with online courses-
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Best Data Engineering Courses and Certifications
Best Books to learn Data Engineering
| S/N | Book Name | Author | Book LInk |
|---|---|---|---|
| 1. | Data Engineering with Python | Paul Crickard | Buy on Amazon |
| 2. | Designing Data-Intensive Applications | Martin Kleppmann | Buy on Amazon |
| 3. | Spark: The Definitive Guide: Big Data Processing Made Simple | Bill Chambers, Matei Zaharia | Buy on Amazon |
| 4. | Data Science For Dummies | Lillian Pierson, Jake Porway | Buy on Amazon |
| 5. | The Data Warehouse Toolkit | Ralph Kimball, Margy Ross | Buy on Amazon |
| 6. | Building a Data Warehouse: With Examples in SQL Server | Vincent Rainardi | Buy on Amazon |
| 7. | Big Data: Principles and best practices of scalable realtime data systems | Nathan Marz, James Warren | Buy on Amazon |
| 8. | Fundamentals of Data Engineering: Plan and Build Robust Data Systems | Joe Reis, Matt Housley | Buy on Amazon |
| 9. | Data Engineering with AWS | Gareth Eagar | Buy on Amazon |
| 10. | Modern Data Engineering with Apache Spark | Scott Haines | Buy on Amazon |
| 11. | Azure Data Engineering Cookbook | Nagaraj Venkatesan, Ahmad Osama | Buy on Amazon |
| 12. | Data Engineering with Google Cloud Platform | Adi Wijaya | Buy on Amazon |
Best Data Engineering Tutorials
| S/N | Tutorial Name | Provider |
|---|---|---|
| 1. | What is Data Engineering? | Intellipaat |
| 2. | DATA ENGINEERING | freecodecamp |
| 3. | Data Warehouse Tutorial | javaTpoint |
| 4. | Data Engineer | Dataquest |
| 5. | Big Data & Analytics Tutorials | TutorialsPoint |
| 6. | Big Data Engineer | Educba |
| 7. | Azure for the Data Engineer | Microsoft |
Best Data Engineering YouTube Channels
| S/N | Tutorial Name | Channel Name |
|---|---|---|
| 1. | Big Data Engineer Full Course | Simplilearn |
| 2. | Data Engineering Course | Intellipaat |
| 3. | Data Engineering Full Hands-on Course | The AI University |
| 4. | Big Data & Hadoop Full Course | Edureka |
| 5. | ETL Tutorial for Beginners | Edureka |
| 6. | Data Engineering Project | Darshil Parmar’s |
| 7. | Python For Data Engineering | TechLake |
| 8. | Data Engineering Full Tutorial for Beginners | Scaler |
| 9. | AWS DATA ENGINEERING | Learn by doing it |
| 10. | Data Engineering Essentials using Spark, Python, and SQL | itversity |
And here the list ends. I hope these resources will help you to learn and master Data Engineering. 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 the 44 Best Resources to learn Data Engineering 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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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.