Detect Anomalies in Telemetry Data using Principal Component Analysis

Identify issues in telemetry data proactively using a simple approach

Anomaly detection plays a key role in many domains, especially in finance and health care. Identifying anomalies in financial transactions proactively helps in avoiding huge losses. Similarly, in health care, it helps in identifying health risks early in the diagnosis. This blog focuses on a simple form of Anomaly Detection (AD) using Principal Component Analysis (PCA). We will apply the algorithm to a well-known …

analysis azure data principal-component telemetry telemetry data