Anomaly Detector

E828319

Azure Cognitive Service anomaly detection service machine learning service

Anomaly Detector is an Azure Cognitive Services offering that uses machine learning to automatically detect unusual patterns and outliers in time-series or other data.

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Statements (47)

Predicate	Object
instanceOf	Azure Cognitive Service ⓘ anomaly detection service ⓘ machine learning service ⓘ
deploymentModel	managed cloud service ⓘ
designedFor	data engineers ⓘ data scientists ⓘ developers ⓘ
developedBy	Microsoft ⓘ
exposes	REST API ⓘ SDKs NERFINISHED ⓘ
hasCapability	detect anomalies in other structured data ⓘ detect anomalies in time-series data ⓘ detect outliers ⓘ detect unusual patterns ⓘ
hasFeature	change point detection ⓘ confidence band estimation ⓘ entire series detection ⓘ expected value estimation ⓘ last point detection ⓘ seasonality detection ⓘ
hasUseCase	application performance monitoring ⓘ fraud detection support ⓘ monitoring IoT telemetry ⓘ monitoring business metrics ⓘ operations monitoring ⓘ
inputType	numeric metrics ⓘ time-series data ⓘ
integratesWith	Azure Logic Apps NERFINISHED ⓘ Azure Monitor NERFINISHED ⓘ Azure Stream Analytics NERFINISHED ⓘ Power BI NERFINISHED ⓘ
offers	cloud-based anomaly detection ⓘ
outputType	anomaly labels ⓘ anomaly scores ⓘ confidence intervals ⓘ expected values ⓘ
partOf	Azure Cognitive Services NERFINISHED ⓘ Microsoft Azure NERFINISHED ⓘ
requires	Azure subscription ⓘ
securityModel	Azure resource-level authentication NERFINISHED ⓘ Azure role-based access control NERFINISHED ⓘ
supports	batch data scenarios ⓘ multivariate time-series anomaly detection ⓘ streaming data scenarios ⓘ univariate time-series anomaly detection ⓘ
supportsLanguage	HTTP-based language-agnostic access ⓘ
uses	machine learning ⓘ

Referenced by (1)

Full triples — surface form annotated when it differs from this entity's canonical label.

Azure Cognitive Services → includesService → Anomaly Detector ⓘ