Building Scalable and Reliable Machine Learning Systems - Arseny Kravchenko

We talked about:

• Arseny's background


• Working on machine learning in startups


• What is Machine Learning System Design?


• Constraints and requirements


• Known unknowns vs unknown unknowns (Design stage)


• Writing a design document


• Technical problems vs product-oriented problems


• The solution part of the Design Document


• What motivated Arseny to write a book on ML System Design


• Examples of a Design Document in the book


• The types of readers for ML System Design


• Working with the co-author


• Reacting to constraints and feedback when …

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