This video explains how anomalies are detected in a timeseries graph.
The algorithm's name is HoltWinters. The idea is simple, and the results are often useful.
Cheers!
00:00 What is a time series?
00:30 How can we find anomalies?
01:00 Anomaly Detection Algorithm
02:25 Repeated Differentiation
03:36 Example
04:14 Thank you!
#anomalydetection #timeseries #monitoring
InterviewReady: https://interviewready.io/
Designing Data Intensive Applications Book: https://amzn.to/3SyNAOy
Github: https://github.com/InterviewReady/sys...
LinkedIn: / interviewready
Twitter: / gkcs_
#SystemDesign #InterviewReady #Coding