Best Resources to Learn Data Engineering
Ready to start your journey in Data Engineering but unsure where to begin? You’re in the right place. This guide curates the best resources available to build a strong foundation in Data Engineering, from hands-on online courses and detailed tutorials to essential books and engaging YouTube channels.
Whether you’re aiming to strengthen your skills, stay updated with industry trends, or gain real-world insights, these resources cover everything you need to succeed. By the end, you’ll have a roadmap to navigate the field with confidence and knowledge.
So, without further delay, let’s dive into these top picks!
Best Data Engineering Courses and Certifications
| S/N | Course Name | Rating | Time to Complete |
|---|---|---|---|
| 1. | Become a Data Engineer– Udacity | 4.5/5 | 5 Months |
| 2. | Data Engineering, Big Data, and Machine Learning on GCP Specialization– Coursera | 4.6/5 | 1 month (10 hours/week) |
| 3. | Data Engineer with Python– Datacamp | 4/5 | 40 hours |
| 4. | Big Data Specialization– Coursera | 4.5/5 | 3 months ( 10 hours/week) |
| 5. | Google Cloud Certification: Cloud Data Engineer Professional Certificate– Coursera | 4.6/5 | 2 months (10 hours/week) |
| 6. | Data Warehousing for Business Intelligence Specialization– Coursera | 4.5/5 | 7 months (10 hours/week) |
| 7. | Modern Big Data Analysis with SQL Specialization– Coursera | 4.8/5 | 1 month (10 hours/week) |
| 8. | From Data to Insights with Google Cloud Platform Specialization– Coursera | 4.7/5 | 1 months (10 hours/week) |
| 9. | IBM: Data Engineering Basics for Everyone – edX (FREE with Optional Upgrade) | 4.7/5 | 4 Weeks |
| 10. | Big Data and Hadoop Essentials– Udemy | 4.4/5 | 43 min |
| 11. | IBM: Python for Data Engineering Project- edX (FREE with Optional Upgrade) | 4.8 | 1 Week |
| 12. | Data Wrangling with MongoDB– Udacity FREE Course | NA | 2 months |
| 13. | Intro to Hadoop and MapReduce– Udacity FREE Course | NA | 1 Month |
| 14. | Spark– Udacity FREE Course | NA | 10 hours |
| 15. | Introduction to Big Data– Coursera FREE Course | 4.6/5 | 17 hours |
More Daily Resources Available Here:
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 |
More Daily Resources Available Here:
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 |
Extra Resources: Cheat Sheets
| S/N | Cheat Sheet Name | Cheat Sheet Link |
|---|---|---|
| 1. | Git | Cheat Sheet |
| 2. | jQuery | Cheat Sheet |
| 3. | Python | Cheat Sheet |
| 4. | JavaScript | Cheat Sheet |
| 5. | Rust | Cheat Sheet |
| 6. | SQL | Cheat Sheet |
| 7. | SQL for Data Science | Cheat Sheet |
Data Analyst Checklist
- Excel
- SQL
- Power BI
- Tableau
- Python
Readers & Researchers
Get almost any Book for Free (Maybe some paid)
Anyone need research Paper or Books
- https://gen.lib.rus.ec
- https://search.crossref.org
- https://gen.lib.rus.ec/scimag/
- https://airccj.org/csecfp/library/index.php
More Daily Resources Available Here:
There we go. I hope that helps you
Author: Wilson Juma
