The Data Engineering Handbook

This repo has all the resources you need to become an amazing data engineer!

Getting started

If you are new to data engineering, start by following this 2024 breaking into data engineering roadmap

If you are here for the 6-week free YouTube boot camp you can check out

For more applied learning:

Check out the projects section for more hands-on examples!
Check out the interviews section for more advice on how to pass data engineering interviews!
Check out the books section for a list of high quality data engineering books
Check out the communities section for a list of high quality data engineering communities to join
Check out the newsletter section to learn via email

Resources

Great list of over 25 books

Top 3 must read books are:

Great list of over 10 communities to join:

Top must-join communities for DE:

Top must-join communities for ML:

Companies:

Orchestration
- Mage
- Astronomer
- Prefect
- Dagster
- Airflow
- Kestra
- Shipyard
- Hamilton
Data Lake / Cloud
- Tabular
- Microsoft
- Databricks
- Onehouse
- Delta Lake
Data Warehouse
- Snowflake
- Firebolt
Data Quality
- dbt
- Gable
- Great Expectations
- Streamdal
- Coalesce
- Soda
- DQOps
- HEDDA.IO
Education Companies
Analytics / Visualization
- Preset
- Starburst
- Metabase
- Looker Studio
- Tableau
- Power BI
- Apache Superset
- Evidence
Data Integration
- Cube
- Fivetran
- Airbyte
- dlt
- Sling
- Meltano
Modern OLAP
LLM application library
Real-Time Data

Data Engineering blogs of companies:

Data Engineering Whitepapers:

Social Media Accounts

Here's the mostly comprehensive list of data engineering creators: (You have to have at least 5k followers somewhere to be added!)

Name	YouTube	LinkedIn	X/Twitter	Instagram	TikTok
Zach Wilson	Data with Zach (70k+)	Zach Wilson (400k+)	EcZachly (30k+)	eczachly (150k+)	@eczachly (70k+)
Shashank Mishra	E-learning Bridge (100k+)	Shashank Mishra (100k+)
Seattle Data Guy	Seattle Data Guy (100k+)	Ben Rogojan (100k+)	SeattleDataGuy (10k+)
TrendyTech	TrendyTech (100k+)	Sumit Mittal (100k+)
Darshil Parmar	Darshil Parmar (100k+)	Darshil Parmar (100k+)
Andreas Kretz	Andreas Kretz (100k+)	Andreas Kretz (100k+)		learndataengineering (5k+)
ByteByteGo	ByteByteGo (1m+)	Alex Xu (100k+)	alexxubyte (100k+)
The Ravit Show	The Ravit Show (100k+)
Guy in a Cube	Guy in a Cube (100k+)
Adam Marczak	Adam Marczak (100k+)
nullQueries	nullQueries (100k+)
TECHTFQ by Thoufiq	TECHTFQ by Thoufiq (100k+)
SQLBI	SQLBI (100k+)	Marco Russo (50k+)	marcorus (10k+)
Azure Lib	Azure Lib (10k+)	Deepak Goyal (100k+)
Advancing Analytics	Advancing Analytics (10k+)	Simon Whiteley (10k+)
Kahan Data Solutions	Kahan Data Solutions (10k+)
Ankit Bansal	Ankit Bansal (10k+)	Ankit Bansal (50k+)
Mr. K Talks Tech	Mr. K Talks Tech (10k+)
Li Yin		Li Yin (10k+)
Jaco van Gelder		Jaco van Gelder (10k+)
Joseph Machado		Joseph Machado (10k+)	startdataeng (5k+)
Eric Roby		Eric Roby (10k+)
Simon Späti		Simon Späti (10k+)
Dipankar Mazumdar		Dipankar Mazumdar (5k+)
Daniel Ciocirlan		Daniel Ciocirlan (5k+)
Hugo Lu		Hugo Lu (5k+)
Tobias Macey		Tobias Macey (5k+)
Marcos Ortiz		Marcos Ortiz (5k+)
Julien Hurault		Julien Hurault (5k+)
Alex Freberg	Alex The Analyst (100k+)	Alex Freberg (100k+)			@alex_the_analyst (10k+)
Marc Lamberti		Marc Lamberti (50k+)
Chip Huyen		Chip Huyen (250k+)
Alex Merced	Alex Merced Data	Alex Merced (30k+)	@amdatalakehouse	@alexmercedcoder
John Kutay	John Kutay	John Kutay (5k+)	@JohnKutay
Lakshmi Sontenam		Lakshmi Sontenam (9.5k+)
Hassaan Akbar		Hassaan Akbar (5k+)
Samuel Focht	Python Basics (10k+)
Constantin Lungu		Constantin Lungu (10k+)
Ijaz Ali		Ijaz Ali (24K+)
Subhankar		Subhankar (5k+)
Ankur Ranjan	Big Data Show (100k+)	Ankur Ranjan (48k+)

Great Podcasts

Great list of 20+ newsletters

Top must follow newsletters for data engineering:

Glossaries:

Design Patterns

Courses / Academies

DataExpert.io course use code HANDBOOK10 for a discount!
LearnDataEngineering.com
Technical Freelancer Academy Use code zwtech for a discount!
IBM Data Engineering for Everyone
Qwiklabs
DataCamp
Udemy Courses from Shruti Mantri
Rock the JVM teaches Spark (in Scala), Flink and others
Data Engineering Zoomcamp by DataTalksClub
Efficient Data Processing in Spark
Scaler
DataTeams - Data Engingeer hiring platform
Udemy Courses from Daniel Blanco

Certifications Courses

dankornas/data-engineer-handbook

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