Data Engineering Resources¶
📊 Data Engineering Resources
Resources for data pipelines, ETL, big data, and data infrastructure.
📖 Books¶
Essential Data Engineering Books
- Fundamentals of Data Engineering by Joe Reis - Data engineering basics
- Designing Data-Intensive Applications by Martin Kleppmann - Data systems
- The Data Warehouse Toolkit by Ralph Kimball - Data warehousing
- Building Data Science Applications with FastAPI - Data applications
📄 Research Papers¶
Data Engineering Research
- MapReduce: Simplified Data Processing - Distributed processing
- The Google File System - Distributed storage
- Bigtable: A Distributed Storage System - NoSQL database
- Apache Spark: A Unified Engine - Spark architecture
⭐ GitHub Repositories¶
Important Data Engineering Repos
- Awesome Data Engineering - Curated resources
- Data Engineering Projects - Data projects
- Apache Spark - Big data processing
- Apache Airflow - Workflow orchestration
- Data Engineering Zoomcamp - Free course
🎥 Videos & Courses¶
Video Resources
- Data Engineering Zoomcamp - Free course
- Data Engineering Tutorials - Tutorials
- Apache Spark Tutorials - Spark tutorials
📰 Articles & Blogs¶
Recommended Blogs
- Seattle Data Guy - Data engineering blog
- Locally Optimistic - Data team blog
- Data Engineering Podcast - Podcast and blog
- Airflow Blog - Airflow updates
🔗 Recommended Reading¶
Additional Resources
- Data Engineering Roadmap - Learning path
- Data Engineering Guide - Data engineering cookbook
- Data Engineering Resources - Wiki resources