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Tell me an approach to design a system (from a Data Science perspective) to alert a user that some value you monitor on one of his server is abnormal / deserve action (anomaly detection on time series) ?
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Data Analyst
Marketer
General
Address both the modeling approach (statistical vs. machine learning) and the system architecture that would support real-time monitoring and alerting
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ML System Design question
ML System Design questions evaluate your ability to architect end-to-end machine learning solutions. Explain your approach to data pipelines, model training, deployment infrastructure, and how you handle scalability and maintenance challenges.