AWS Machine Learning Blog
Category: Amazon Lookout for Metrics
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, […]
How Digitata provides intelligent pricing on mobile data and voice with Amazon Lookout for Metrics
This is a guest post by Nico Kruger (CTO of Digitata) and Chris King (Sr. ML Specialist SA at AWS). In their own words, “Digitata intelligently transforms pricing and subscriber engagement for mobile operators, empowering operators to make better and more informed decisions to meet and exceed business objectives.” As William Gibson said, “The future […]
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 […]