Is machine-learning-systems-design open source?

Yes — chiphuyen/machine-learning-systems-design is an open-source project tracked on heatdrop.

What language is machine-learning-systems-design written in?

chiphuyen/machine-learning-systems-design is primarily written in HTML.

How popular is machine-learning-systems-design?

chiphuyen/machine-learning-systems-design has 10.5k stars on GitHub.

Where can I find machine-learning-systems-design?

chiphuyen/machine-learning-systems-design is on GitHub at https://github.com/chiphuyen/machine-learning-systems-design.

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chiphuyen/machine-learning-systems-design

The 2019 field guide to production ML that spawned a book

A free booklet and interview question bank for ML engineers who need to think beyond notebooks.

★10.5k stars HTML Learning LLMOps · Eval

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What it does This repository hosts a 2019 booklet that maps the full lifecycle of a production machine learning system: project setup, data pipelines, model selection and debugging, then testing, deployment, and maintenance. It also serves as an interview prep tool, with 27 open-ended systems design questions and community-contributed answers.

The interesting bit The author is transparent that this is an early draft superseded by her 2022 O’Reilly book, which turns the repo into a free, lightweight time capsule. The interview question bank remains a practical draw, especially since the answers are crowdsourced directly in the repository.

Key highlights

End-to-end coverage: setup, data, modeling, and serving
27 open-ended ML systems design interview questions with community answers
Curated links to real-world case studies from major tech companies
Explicitly positioned as the precursor to the more comprehensive Designing Machine Learning Systems
Published as HTML via the magicbook toolchain

Caveats

The author states her understanding has evolved significantly since 2019
Described as less comprehensive and up-to-date than the 2022 O’Reilly book

Verdict Worth bookmarking for free interview prep and a quick survey of production ML concerns. If you want the current, expanded treatment, the author points to the dmls-book repository instead.

Frequently asked

What is chiphuyen/machine-learning-systems-design?: A free booklet and interview question bank for ML engineers who need to think beyond notebooks.
Is machine-learning-systems-design open source?: Yes — chiphuyen/machine-learning-systems-design is an open-source project tracked on heatdrop.
What language is machine-learning-systems-design written in?: chiphuyen/machine-learning-systems-design is primarily written in HTML.
How popular is machine-learning-systems-design?: chiphuyen/machine-learning-systems-design has 10.5k stars on GitHub.
Where can I find machine-learning-systems-design?: chiphuyen/machine-learning-systems-design is on GitHub at https://github.com/chiphuyen/machine-learning-systems-design.