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Machine Learning System Design Interview - Valerii Babushkin
Feb. 18, 2022, 8 p.m. | DataTalks.Club
DataTalks.Club datatalks.club
We talked about:
- Valerii’s background
- Who goes through an ML system design interview
- System design VS ML System design
- Preparing for ML system design interviews
- Machine learning project checklist
- The importance of defining a goal and ways of measuring it
- What to do after you set a goal
- Typical components of an ML system
- Applying ML systems to real-world problems
- System design and coding in interviews for new graduates
- Humans in the validation of model performance
Links:
- Valerii's telegram channel …
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