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diagnostic analysis

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DataFunTalk
DataFunTalk
Nov 8, 2023 · Fundamentals

Metric Anomaly Detection and Diagnosis Practices at NetEase Yanxuan

This article presents NetEase Yanxuan's end‑to‑end approach for automatically detecting and diagnosing metric anomalies in e‑commerce, covering background motivations, statistical detection methods (absolute, volatility, trend), contribution‑decomposition diagnosis, optimization techniques for dimensional explosion, and a Q&A on practical implementation.

contribution decompositiondiagnostic analysise-commerce analytics
0 likes · 17 min read
Metric Anomaly Detection and Diagnosis Practices at NetEase Yanxuan
Architects Research Society
Architects Research Society
Sep 9, 2022 · Big Data

Understanding Diagnostic, Descriptive, Predictive, and Prescriptive Analytics

This article explains the differences between diagnostic, descriptive, predictive, and prescriptive analytics, showing when each approach is useful and how businesses can choose the right analytical solution to turn massive data streams into actionable insights.

Business IntelligencePredictive Analyticsanalytics
0 likes · 14 min read
Understanding Diagnostic, Descriptive, Predictive, and Prescriptive Analytics