The $500k+ Data Engineering Roadmap: Exact Study Plan & Resources

Start your Data Engineering journey w/ DataCamp here: Associate Data Engineer In SQL: https://datacamp.pxf.io/mOkAPa Industry Recognized Data Engineer Certification: https://datacamp.pxf.io/POqXMX Please note I may earn a small commission for any purchase through these links - Thank you for supporting the channel! ____________________________________________ This video is a Complete Data Engineering Roadmap — built for beginners, career switchers, and professionals who want to go from zero to job-ready in one structured path My Social Media Handles: LinkedIn:   / afaque-ahmad-5a5847129   YouTube Channel:    / @afaqueahmad7117   Playlists: Interview Preparation:    • Data Engineering Interview Preparation   Spark Performance Tuning:    • Ultimate Guide To Apache Spark Performance...   Github: https://github.com/afaqueahmad7117 Spark Performance Tuning Codes: https://github.com/afaqueahmad7117/sp... Chapters: 00:00 - Why Data Engineering Is Critical for AI 01:22 - Topics 02:00 - Programming Languages 03:20 - Resources for Learning Python 03:56 - Video Resources for Learning Python 05:44 - DSA Topics 06:22 - Resources for DSA 09:46 - Databases 10:49 - SQL 11:35 - SQL Topics 12:34 - Resources for DBMS and SQL Prep 14:20 - Linux 15:06 - Linux Resources 15:44 - Processing (Spark) 16:42 - Processing Resources 18:06 - Resources for Kafka 18:40 - Data Modeling & Data Warehousing 19:32 - Resources for Data Modeling & Warehousing 21:01 - Orchestration Tools (Airflow, Prefect, Dagster) 22:40 - Resources for Orchestration 23:25 - Cloud Overview (AWS, Azure, GCP) 24:47 - Resources & Certifications 26:00 - Git 26:50 - Git Profile Tips 27:22 - Git Resources 28:05 - CICD 29:12 - CICD Resources 29:52 - DevOps (Terraform, Docker) 31:46 - Resources for DevOps 32:52 - Projects to Build 33:35 - Project Resources (GitHub, Tutorials) #DataEngineering #DataEngineerRoadmap #LearnDataEngineering