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machine-learning-systems-design
chiphuyen/machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`
★10.5kstars
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Updated: Today
📋 Project at a Glance
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What's this?A open-source Learning & Resources project, built with HTML, focusing on data-science and machine-learning-production
Who made it?Maintained by chiphuyen team, 10.5K⭐ on GitHub, #248 out of 3640 in Learning & Resources
Why does it exist?As the Learning & Resources landscape evolved, the chiphuyen team identified the need for better data-science solutions. machine-learning-systems-design was created to simplify machine-learning-production workflows.
What can it do?Key use cases: mlops
How to install with AI?Use an AI coding assistant to follow the README and automatically handle the install and environment setup.
🔗 github.com/chiphuyen/machine-learning-systems-design | 官网 https://huyenchip.com/machine-learning-systems-design/toc.html
🔗 github.com/chiphuyen/machine-learning-systems-design | 官网 https://huyenchip.com/machine-learning-systems-design/toc.html
Topics
data-sciencemachine-learning-productionmlops