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Splunk SPLK-4001 Exam Syllabus Topics:

Topic	Details
Topic 1	Finding Insights Using Analytics: This section of the exam measures the skills of Data Analysts and covers analytical methods for uncovering insights from metrics. It includes finding total values across sources, combining plots, performing time-based comparisons, analyzing trends through ratios and percentages, and applying analytic functions across moving or calendar time windows.
Topic 2	Metrics Concepts: This section of the exam measures the skills of Monitoring Specialists and covers fundamental metrics concepts including data resolution, rollups, and components of a datapoint. It also examines the Splunk Infrastructure Monitoring (IM) Data Model, different metric types, and the role of metadata in defining and structuring metric data.
Topic 3	Detectors for Common Use Cases: This section of the exam measures the skills of Monitoring Engineers and focuses on building and troubleshooting detectors for various real-world use cases. It includes creating detectors to monitor populations, prevent alert flapping, track cyclic patterns, handle large-scale monitoring, and ensure visibility in ephemeral infrastructure environments.
Topic 4	Create Efficient Dashboards and Alerts: This section of the exam measures the skills of Performance Monitoring Engineers and focuses on optimizing dashboards and alerts for clarity and responsiveness. It includes adding instructions to dashboards, creating single-instance dashboards, configuring local data links, customizing alert messages, and troubleshooting chart and alert issues.
Topic 5	Get Metrics In with OpenTelemetry: This section of the exam measures the skills of Observability Engineers and focuses on configuring and managing OpenTelemetry (OTel) for data collection. It covers deploying the OTel Collector on Linux, editing configurations, troubleshooting common issues, and understanding general OpenTelemetry concepts necessary for integrating metrics efficiently.

Reference: https://www.splunk.com/en_us/training/certification-track/splunk-o11y-cloud-certified-metrics-user.html

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