AWS Machine Learning Blog

Tag: AIML

create autopilot experiment

Make batch predictions with Amazon SageMaker Autopilot

March 2025: This post was reviewed and updated for accuracy. Amazon SageMaker Autopilot is an automated machine learning (AutoML) solution that performs all the tasks you need to complete an end-to-end machine learning (ML) workflow. It explores and prepares your data, applies different algorithms to generate a model, and transparently provides model insights and explainability […]

Real-time anomaly detection for Amazon Connect call quality using Amazon OpenSearch

September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. If your contact center is serving calls over the internet, network metrics like packet loss, jitter, and round-trip time are key to understanding call quality. In the post Easily monitor call quality with Amazon Connect, we introduced a solution that […]

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