This repo has all the resources you need to become an amazing data engineer!
Make sure to check out the projects section for more hands on examples!
Make sure to check out the interviews section for more advice on how to pass data engineering interviews!
Great books:
- The Fundamentals of Data Engineering
- Designing Data-Intensive Applications
- Designing Machine Learning Systems
- The Hundred Page Machine Learning Book
- Kimball - The Data Warehouse Toolkit
- Data Mesh
- Machine Learning System Design Interview
Communities:
- Seattle Data Guy Discord
- EcZachly Data Engineering Discord
- Chip Huyen MLOps Discord
- Data Engineer Things Slack
- DBT Community
- r/dataengineering
Companies:
Data Engineering blogs of companies:
Great YouTube Channels:
- Data with Zach
- Seattle Data Guy
- TrendyTech
- E-learning Bridge
- Darshil Parmar
- Andreas Kretz
- ByteByteGo
- The Ravit Show
- Azure Lib
- Eric Roby
Great Podcasts
- The Data Engineering Show
- Data Engineering Podcast
- DataTopics
- The Data Engineering Side Of Data
- DataWare
Newsletters:
- DataEngineer.io Newsletter
- Seattle Data Guy
- Joe Reis
- Data Engineering Weekly
- Data Engineering Central
- Dutch Engineer
- ByteByteGo
- Start Data Engineering
- Developing Dev
- High Growth Engineer
- Learn Analytics Engineering
- Marvelous MLOps
- Inside the Developer Mind
- Zach Wilson
- Ben Rogojan
- Joe Reis
- Sumit Mittal
- Shashank Mishra
- Darshil Parmar
- Joseph Machado
- Chip Huyen
- Alex Xu
- Deepak Goyal
- Eric Roby
Twitter / X
TikTok
Design Patterns
Courses / Academies
- DataEngineer.io Bootcamp/course use code HANDBOOK10 for a discount!
- LearnDataEngineering.com
- Technical Freelancer Academy Use code zwtech for a discount!