Artificial Intelligence

Ankita Verma

Author: Ankita Verma

Connect to your Amazon CloudWatch data to detect anomalies and diagnose their root cause using Amazon Lookout for Metrics

This post was reviewed and updated May 2022, to include the option of continuous detector mode. Amazon Lookout for Metrics uses machine learning (ML) to automatically detect and diagnose anomalies (outliers from the norm) without requiring any prior ML experience. Amazon CloudWatch provides you with actionable insights to monitor your applications, respond to system-wide performance changes, […]

Introducing Amazon Lookout for Metrics: An anomaly detection service to proactively monitor the health of your business

Anomalies are unexpected changes in data, which could point to a critical issue. An anomaly could be a technical glitch on your website, or an untapped business opportunity. It could be a new marketing channel with exceedingly high customer conversions. As businesses produce more data than ever before, detecting these unexpected changes and responding in […]