ML System Design - 25年资料收集Part3找工就业
Part 0: General Coding (Leetcode Coding / Practical Coding) https://www.1point3acres.com/bbs/forum.php?mod=viewthread&tid=1150200
Part 1: ML八股 https://www.1point3acres.com/bbs/forum.php?mod=viewthread&tid=1140774
Part 2: ML Coding https://www.1point3acres.com/bbs/forum.php?mod=viewthread&tid=1149304
Part 3: ML System Design （可能还会有一些更新，可以在合集找，如果更新多的话，再出新的帖子）（帖主前一阵子生病很久，所以一直没有更新，大家要注意身体！身体是本钱！）
合集：https://occipital-alfalfa-20e.notion.site/MLE-Interview-Prep-2879301bf517804bb515fe9731275166
Part 1: ML八股 https://www.1point3acres.com/bbs/forum.php?mod=viewthread&tid=1140774
Part 2: ML Coding https://www.1point3acres.com/bbs/forum.php?mod=viewthread&tid=1149304
Part 3: ML System Design （可能还会有一些更新，可以在合集找，如果更新多的话，再出新的帖子）（帖主前一阵子生病很久，所以一直没有更新，大家要注意身体！身体是本钱！）
合集：https://occipital-alfalfa-20e.notion.site/MLE-Interview-Prep-2879301bf517804bb515fe9731275166
- Courses / Interview Processes
- https://www.metacareers.com/blog/how-to-video-applying-machine-learning-to-your-product/
- https://bytebytego.com/intro/machine-learning-system-design-interview?fbclid=IwZXh0bgNhZW0CMTAAYnJpZBExYUtMTkowdVVuWnFJaWZPQQEejUmMH4j7fiqNME_fGLN62a8VXf-iJX0TiwujbD2-sHDtiXVq4TDlkUjQHFA_aem_S4uEEsXQWDtTs8ElQ6gwuw (Alex Xu, 4 Free Cases for ML system Design)
- https://bytebytego.com/courses/genai-system-design-interview/gmail-smart-compose(1 Free Case for Gen-AI System Design)
- https://github.com/alirezadir/Machine-Learning-Interviews/tree/main/src/MLSD
- https://huyenchip.com/machine-learning-systems-design/toc.html
- https://www.tryexponent.com/blog/machine-learning-system-design-interview-guide
- https://www.systemdesignhandbook.com/guides/meta-ml-system-design-interview/
- https://igotanoffer.com/en/advice/machine-learning-system-design-interview
- ML Mock:
- Blogs Sharing Their Experiences:
- ML/LLM System Design Preparation
- https://www.trybackprop.com/blog/ml_system_design_interview
- https://andlukyane.com/blog/my-interview-preparation-as-mle
- Case Study / Tech Blogs
- 300+ Case Study in 2017-2023
- 400+ Case Study in 2021-2025
- 650 Case Study in 2017-2025
- LLM & GenAI Case Study ~March 2025
补充内容
这个google的课也蛮系统的：https://www.skills.google/paths/17/course_templates/17已获得 2 大米
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