Cookbook
data-engineering-book
Cookbook | data-engineering-book | |
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21 | 7 | |
12,923 | 809 | |
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7.8 | 0.0 | |
about 1 month ago | over 1 year ago | |
Apache License 2.0 | - |
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Cookbook
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Tranzitie catre data engineering
https://github.com/andkret/Cookbook arunca un ochi aici. Omul are si youtube channel https://www.youtube.com/@andreaskayy
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How do i become a data engineer?
I can recommend https://learndataengineering.com by Anreas Krenz. Will guide you via all important topics starting from sql & python to building pipelines using AWS/GCP. I used to participate for 1 year (costs ~ 200 Euro/220$). It's a self-paced. So for ~15h/week you can switch into DE position for appr. 6 months.
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I start my first day as a Data Engineer next Monday, any tips?
I wonder if anyone involved in this post and comments have tried this? https://learndataengineering.com/
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Data engineering certificates
I think it's allowed: https://learndataengineering.com
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Can Mechanical Engineers become MLOps?
From your post, you seem to be trained for data science for physics modeling, so I'd recommend to get started with https://ml-ops.org/ and for the data engineering part, I found this https://github.com/andkret/Cookbook open source cookbook to be invaluable.
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Furthering SQL career
I am doing this currently to fill in the blanks: https://learndataengineering.com. Also, do you know Python? If not take class on Udemy on that. Finally, data engineering is all about tools these days. I saw someone recommended this book here: Data Engineering with Python, I find it super hopeful. You download these tools (Apache Airflow, etc) and get a go with it. I am going to build some data pipelines via this book :)
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Any online bachelor/masters degree to recommend for data engineering?
the best way to be a dev or DE is to build stuff, not learning about algorithms. Just google DE academy, bootcamp or so. The linked one is quite good for a cheap price. A degree prepares you mostly for a PhD, not for a job. So dont look for degrees preparing you for a job in general.
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Beginner DE Courses on Coursera/Udemy?
I usually don't do self promotion, but because you directly asked for a good source. Look at my academy: https://learndataengineering.com
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Women in data engineering
Find something like https://learndataengineering.com/, udemy or any other 'bootcamp/course' that goes on for few months and learn it. It is important that you will have some mentors or study buddies to exchange ideas or so.
- Data Engineering - consigli
data-engineering-book
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✨ 5 Free Resources to Learn Data Engineering 🚀
🔗 https://github.com/oleg-agapov/data-engineering-book
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Are there any jobs available for someone with python and SQL(as well as certifications in other disciplines)???
#1: Microsoft has a ton of free courses for data engineering. Here is one with 10 hours of content for DataBricks | 18 comments #2: We don't need data scientists, we need data engineers | 37 comments #3: Introduction to Databases for Data Engineers | 31 comments
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1 year of must-read articles
Introduction to Databases
- SQL for beginners (easy)
- Introduction to Databases
- Introduction to Databases for Data Engineers
What are some alternatives?
data-engineering-zoomcamp - Free Data Engineering course!
cookbook - VueJS + NodeJS Evergreen Cookbook
Shuffle - Shuffle: A general purpose security automation platform. Our focus is on collaboration and resource sharing.
data-engineer-roadmap - Roadmap to becoming a data engineer in 2021
Coursera-Clone - Coursera clone
OPNL - The Open Innovation Open Source License proposal
applied-ml - 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
self-hosted-cookbook - A cookbook, for docker-compose based recipes, for self-hosted applications and services.
Udacity-Data-Engineering-Projects - Few projects related to Data Engineering including Data Modeling, Infrastructure setup on cloud, Data Warehousing and Data Lake development.