Datadog-AWS Machine Learning Integration

Overview

Amazon Machine Learning is a service that makes it easy for developers of all skill levels to use machine learning technology.

Enable this integration to see in Datadog all your Machine Learning metrics.

Setup

Installation

If you haven’t already, set up the Amazon Web Services integration first. There are no other installation steps that need to be performed.

Configuration

In the Amazon Web Services integration tile, ensure that Machine Learning is checked under metric collection.

Data Collected

Metrics

aws.ml.predict_count
(count)
The number of observations received by Amazon ML.
shown as
aws.ml.predict_failure_count
(count)
The number of invalid or malformed observations received by Amazon ML.
shown as

Each of the metrics retrieved from AWS will be assigned the same tags that appear in the AWS console, including but not limited to host name, security-groups, and more.