Efficiently build and tune custom log anomaly detection models with Amazon SageMaker
AWS Machine Learning
JANUARY 6, 2025
In this post, we walk you through the process to build an automated mechanism using Amazon SageMaker to process your log data, run training iterations over it to obtain the best-performing anomaly detection model, and register it with the Amazon SageMaker Model Registry for your customers to use it. Log-based anomaly detection involves identifying anomalous data points in log datasets for discovering execution anomalies, as well as suspicious activities.
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