Data Engineering Roadmap 2025 🔥 Step-by-Step Guide to Become a Data Engineer (For Beginners)

Описание: Want to become a Data Engineer in 2025 but don’t know where to start?
In this video, I’ll take you through a complete roadmap to learn data engineering from scratch — even if you're a beginner.

🚀 Covered in this video:

Programming (Python, SQL)

Databases & Data Warehousing

Cloud (AWS, GCP, Azure basics)

ETL tools like Apache Airflow

Big Data: Spark, Kafka

Projects & Portfolio Tips

Whether you're a student or job seeker, this data engineer roadmap will help you learn all the skills needed to get started in the industry.

✅ Subscribe to my channel for more tech tutorials, roadmaps, and career guides.

🔔 Chapters:
00:00 - Intro
00:20 - Learn Python & SQL
01:00 - Databases & Queries
01:40 - Cloud & Data Warehousing
02:20 - ETL Tools
03:00 - Big Data Tools
03:40 - Final Tips & Projects

#DataEngineering #DataEngineerRoadmap #TechCareer2025 #SQL #Python #BigData #CloudComputing #ETL #Spark #Kafka #DataPipeline