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Grafana Machine Learning

Grafana Machine Learning

Grafana Machine Learning offers an expanding range of data analysis and generative AI capabilities, including creating alerts, forecasting capacity requirements, and identifying anomalous activities.

Overview

Grafana Machine Learning is a powerful tool with an expanding range of data analysis and generative AI capabilities aimed to facilitate and inform proactive decision-making and incident response.

You can leverage ML features in Grafana Cloud to learn patterns in your data and get predictive insights for your time series. These forecasts can inform the creation of alerts, forecast capacity requirements, and identify anomalous activities.

Explore how Grafana ML can help you learn patterns in your data, investigate your infrastructure telemetry, and gain predictive insights. To get started, refer to Set up Grafana Machine Learning.

Explore

Intro to Machine Learning
Read about Grafana Machine Learning and its expanding range of capabilities, including creating alerts, forecasting capacity requirements, and identifying anomalous activities.
Set up Grafana Machine Learning.
Read about how to configure machine learning to fit your needs and integrate with your existing Grafana ecosystem.
Configuration
Explore ways to configure Machine Learning in Grafana Cloud to enhance your predictive analytics capabilities.
Outlier detection
Set up outlier detection to query your system data and identify when some members of a group are behaving differently from the rest.
Large Language Model plugin
Learn about and enable the the range of optional features that leverage Large Language Model (LLM) services in Grafana Machine Learning.
Sift investigations
Find out how to use Sift, a powerful diagnostic assistant designed to perform investigations on your infrastructure telemetry and help you identify critical details during incidents.