| | | Online | |--|-----------|-------------| | Latency | minutes/hours | <100 ms | | Throughput | high | variable | | Example | nightly user propensity | search ranking, fraud detection |
by alirezadir: This is one of the most comprehensive guides available. It includes:
: Determine data sources, availability, and labeling strategies.
: Provides a specialized ML system design template consisting of a 9-step formula to tackle real-world applications.
(Alex Xu’s official companion)
: A centralized hub that links to various ML System Design templates, blog resources from major tech companies, and direct PDF overviews of interview themes . Popular Interview Templates
