Frame the problem (e.g., classification vs. ranking) and choose metrics.
Machine Learning System Design Interview Ali Aminian Alex Xu Frame the problem (e
Having a portable PDF is useless unless you drill with it. Here is a 3-week plan based on Ali Aminian’s recommended schedule: Frame the problem (e.g.
: Identify the ML objective (e.g., classification vs. ranking) and choose appropriate input/output types. Data Preparation about online inference versus batch processing
The interview lasted an hour. I filled the whiteboard. I talked about feature stores, about online inference versus batch processing, and about monitoring for data drift.