System Design

What strategies would you employ to handle different types of anomalies (point, contextual, collective) in your detection system?

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Interview question asked to Technical Program Managers, Software Engineers, Engineering Managers and other roles interviewing at Teem, PagerDuty, Wealthsimple and others: What strategies would you employ to handle different types of anomalies (point, contextual, collective) in your detection system?.