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The Lean Analytics Cycle: Metrics > Hypothesis > Experiment > Act

Occam's Razor

They might deal with uncertainty, but they're not random. Advanced Analytics Big Data Digital Analytics Web Analytics Web Insights Web Metrics actionable analytics business optimization experimentation and testing key performance indicators'

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AI Product Management After Deployment

O'Reilly on Data

There are many ways to improve AI product durability, including: Time-based model retraining : retraining all core models periodically, regardless of performance. Continuous retraining : a data-driven approach that employs constant monitoring of the model’s key performance indicators and data quality thresholds.