Talk about accuracy vs. latency, and computational cost vs. business lift. High accuracy is useless if the model takes 2 seconds to respond.
: Translating abstract model metrics (like AUC or F1-score) into actual business value (like click-through rate or revenue). The 4-Step ML System Design Framework Machine Learning System Design Interview Alex Xu Pdf
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A complete table of contents reveals that the book has 11 chapters, each tackling a distinct problem and offering a methodical approach to solving it. The subjects span across a diverse range of ML applications, including: Talk about accuracy vs
Ask about the scale. How many Daily Active Users (DAU) will the system support? What is the acceptable inference latency (e.g., under 50ms)? Talk about accuracy vs. latency