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Anomaly Detection

Detecting outliers in time-series data on a laptop.
Anomaly Detection Analytics Predictive Analytics Time-Series Analysis

Detecting Outliers in Time-Series Data: A Guide

Cake Team

Every data point tells a part of your business' story, but some shout louder than others. These are your outliers, i.e., the sudden spikes and...

Published 08/25 17 minute read
Best open-source anomaly detection tools displayed on monitors in a control room.
Open Source Anomaly Detection

The Best Open-Source Anomaly Detection Tools

Cake Team

Your business generates a constant stream of data, and hidden within it are clues about what’s working and what’s about to break. Manually sifting...

Published 08/25 17 minute read
AI-powered anomaly detection network diagram on a computer monitor.
MLOps AIOps Anomaly Detection

Anomaly Detection with AI & ML: A Practical Guide

Cake Team

When we think of business problems, we often picture the big, obvious ones: a website crash or a major security breach. While those are critical, the...

Published 08/25 21 minute read
Real-time anomaly detection monitors in production.
Anomaly Detection

Practical Guide to Real-Time Anomaly Detection in Production

Cake Team

Your production environment is a constant stream of data, from sensor readings and transaction logs to user activity. Hidden within that stream are...

Published 08/25 19 minute read