Mastering Artificial Intelligence with Azure Cognitive Services/

...

/

Univariate Anomaly Detection - Change Points and Best Practices

Univariate Anomaly Detection - Change Points and Best Practices

Learn to build and perform anomaly detection on univariate data using the Azure Anomaly Detectors.

We'll cover the following...

Detecting change points in the time-series data
Best practices to perform univariate anomaly detection

When to use anomaly detection on the entire dataset
When to use anomaly detection on the last timestamped data point
How should the data be prepared
How to handle missing data points in the time-series dataset