DataTalks.Club

Machine Learning System Design Interview - Valerii Babushkin

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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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