machine-learning-systems-design
system-design-interview
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machine-learning-systems-design
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Any recent E4 Meta onsite experiences?
huyenchip.com/machine-learning-systems-design/toc.html - another nice but compact resource
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DevOps or SWE Courses for ML?
This also looks good: https://github.com/chiphuyen/machine-learning-systems-design
- ML System Design/Case Study Preparation material
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100+ Must Know Github Repositories For Any Programmer
14. Machine Learning Systems Design
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Interviewing for a Senior ML Engineer position
For ML system design, the best thing I have found so far is Chip Huyen's booklet - Machine Learning Systems Design. And of course, for generic system design - The System Design Primer.
- [D] Current ML Engineer Searching for Career Advice
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A friendly introduction to machine learning compilers and optimizers
I like Chip Huyen, she always writes about interesting stuff we overlook. I liked her system design for machine learning course too.
system-design-interview
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Advice on Learning the Cloud
github - https://github.com/donnemartin/system-design-primer, https://github.com/checkcheckzz/system-design-interview, https://github.com/karanpratapsingh/system-design
- Less than 24 hours to prepare for a system design questions for a junior level position. How should I prep?
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100+ Must Know Github Repositories For Any Programmer
12. System Design Interview
- Are there existing podcasts or videos that talk about the architecture of major applications?
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Interview Discussion - May 16, 2022
System design questions: at the senior level you'll definitely need to be able to demonstrate system design ability. Explaining your decision making process is key. There are many GitHub compilations for study material, like this one.
- Gehaltsvorstellung Senior Entwickler Google Deutschland?
- Comprehensive list of resources to prepare for job and overview of experience, compensation, and startup equity offers (currently in Bay Area - most companies are HQ'd in Bay Area, but positions are remote)
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System Design books/website/videos recommendation?
This is what I use. Make sure to watch the Harvard lecture video. https://github.com/checkcheckzz/system-design-interview
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Need advice
Google General Interview Prep Sys DesignSys design High ScalabilityHigh Scalability GeeksforGeeksgeeksforgeeks
- System design interview for IT companies
What are some alternatives?
You-Dont-Know-JS - A book series on JavaScript. @YDKJS on twitter.
awesome-scalability - The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
nodebestpractices - :white_check_mark: The Node.js best practices list (February 2024)
low-level-design-primer - Dedicated Resources for the Low-Level System Design. Learn how to design and implement large-scale systems. Prep for the system design interview.
system-design-primer - Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
machine-learning-interview - Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
awesome-algorithms - A curated list of awesome places to learn and/or practice algorithms.
developer-roadmap - Interactive roadmaps, guides and other educational content to help developers grow in their careers.
system_design - Preparation links and resources for system design questions
50projects50days - 50+ mini web projects using HTML, CSS & JS
dsa.js-data-structures-algorithms-javascript - 🥞Data Structures and Algorithms explained and implemented in JavaScript + eBook