Machine Learning System Design - Interview Ali Aminian Pdf

: Identify and select the most relevant features for the model.

The authors propose a specific workflow for ML design: machine learning system design interview ali aminian pdf

Machine Learning System Design Interview: An Insider’s Guide , co-authored by Ali Aminian : Identify and select the most relevant features

: Monitor changes in feature distributions over time (data drift) and shifting relationships between features and targets (concept drift). machine learning system design interview ali aminian pdf

: Crafting personalized video or product recommendation feeds.

The Ultimate Guide to Cracking the Machine Learning System Design Interview

Raw features vs. computed features (embedding, transformations).