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Podcast: DataTalks.Club
Episode: Machine Learning System Design Interview - Valerii Babushkin
Description: 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 (in Russian): t.me/cryptovalerii
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