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Ask HN: Machine Learning System Design Resources
What are the best books, blogs or any kind of resources to learn MLSD to be able to crack an interview?
Everywhere modeling is all that's talked about but in interviews we are also asked about System Design and one must be prepared for this. I need to prepare for the interviews. So kindly help.
- shreyas8890 3y agoDesigning machine learning systems by Chip Huyen is a good resource on the subject
- shreyas8890 3y agoI have also found the newsletter https://newsletter.theaiedge.io/p/table-of-contents https://newsletter.theaiedge.io/p/table-of-contents they have a deep dive section on Facebook Ads, Uber, Tiktok, Twitter which is very in-depth and high value.
- 0x54MUR41 3y agoThere is a book titled "Machine Learning System Design: With end-to-end examples" from Manning Publications. The book is available for early access program and is expected to be released in summer 2024. I haven't read the book, but I think it's worth to take a look. https://www.manning.com/books/machine-learning-system-design https://www.manning.com/books/machine-learning-system-design