Machine Learning System Design Interview Ali Aminian Pdf Better Updated ★ Hot

Verdict: Aminian is where you need to cover end-to-end in 45 minutes.

Aminian’s book excels at the "Design" phase but is often less comprehensive regarding the "Operations" phase. A "better" preparation strategy supplements the book with MLOps principles. Modern interviews increasingly grill candidates on monitoring (drift detection), CI/CD pipelines for models, and infrastructure-as-code. A candidate who relies solely on the PDF might design a great model architecture but fail to explain how it is retrained or rolled back in production. Verdict: Aminian is where you need to cover

He updated his curriculum in late 2023/2024 to include: CI/CD pipelines for models

The book by Ali Aminian