A Practical Guide to Anomaly Detection¶
Ever checked your credit card statement and noticed a transaction that wasn't yours? That's anomaly detection in action! Check inside in to understand how it works and why it's so useful.
Understanding Anomaly Detection Simply¶
Imagine you're monitoring your daily heart rate with a smartwatch. Most days, your heart rate stays within a typical range.
But one day, during your usual morning coffee, your watch alerts you that your heart rate is unusually high.
That spike is an anomaly – something that deviates significantly from the expected pattern.
Practical Demo for Anomaly Detection¶
I've created a practical demonstration of Anomaly Detection on GitHub for you to explore!
This demo provides a hands-on experience to understand the concepts, applications, and common techniques used in anomaly detection.
You'll find explanations and practical examples that you can run directly in your browser.
No installations are needed to interact with the demonstration.