https://learn.microsoft.com/en-us/azure/cognitive-services/anomaly-detector/overview#univariate- anomaly-detection Batch detection Use your time series to detect any anomalies that might exist throughout your data. This operation generates a model using your entire time series data, with each point analyzed with the same model.