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certification-exam-resources
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Purpose

Over the past few years, I’ve completed several certification exams in data engineering, machine learning, and cloud infrastructure. While my main goal was to build new skills and advance my career, I have to admit - I also did it for fun.

Sometimes I miss the academia - the learning, the sense of progress, and even the late nights spent figuring things out. Studying for certification exams brings back a bit of that feeling. It reminds me of the good times in college - when diving into new topics felt rewarding and full of possibility, and the focus was on understanding and curiosity. It’s a nice contrast to the way things often work in the tech industry.

I’ve been meaning to put together a blog post that collects all the useful resources I’ve gathered over time. My study notes and links to helpful materials have ended up scattered across this blog and local files, and it feels like it’s time to bring everything into one central place. This way, it’s easier to manage and reference - both for myself and anyone else who might find it helpful.

If you know of any great resources I might have missed, feel free to contribute by opening a PR on GitHub repo of this blog or by sending me an email. I’d love to make this collection as comprehensive and useful as possible!

AWS

Cloud Practitioner

Solutions Architect Associate

Developer Associate

Data Engineer Associate

Machine Learning Specialty

Data Analytics Specialty

Databricks

Data Engineer Associate

Machine Learning Associate

Note: This certification exam currently has a new version in beta testing. Before going through these resources make sure that they are not outdated.

Generative AI Engineer Associate

Azure

AZ900

GCP

Digital Leader

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