Machine Learning System Design Interview - Valerii Babushkin

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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