Roadmaps https://github.com/datastacktv/data-engineer-roadmap https://awesomedataengineering.com/ Youtube Courses Data Engineering Course for Beginners : if you are looking for a beginner-friendly introduction to data engineering, this free Data Engineering Course for Beginners, taught by Justin Chau, a developer advocate at Airbyte is a good place to start. Learning Path Google DE Learning Path