This is the only data engineering roadmap you will need if you want to learn data engineering from scratch. I have combined all of my data engineering experience and asked my self, how would I re-learn everything efficiently.
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Roadmap PDF: https://drive.google.com/file/d/1oCdT...
Additional resource for Python: learnpython.org
#technology #cloud #google #dataengineering
0:00 Intro and Overview
1:11 Understanding Data Engineering in 2025
1:50 Prerequisites
5:02 Big Data Technologies
8:37 Orchestration Platforms
9:50 Cloud Platforms
11:51 Data Warehouse and Lakehouse
15:40 Data Lineage and Cataloging
16:50 AI
17:44 DevOps
20:09 Projects