Lesson 2: Statistical Commands, Distributions, Correlation, Time Series, Outliers, and Exploratory Analysis

Lesson Overview

This lesson develops practical capability in statistical commands, distributions, correlation, time series, outliers, and exploratory analysis for the Splunk 8.0 for Analytics and Data Science Training. Learners connect the topic to the wider course goal of preparing data, performing statistical analysis, building predictive workflows, and operationalizing insights.

Topics Covered

Statistical Commands, Distributions, Correlation, Time Series, Outliers, and Exploratory Analysis: purpose, terminology, architecture, roles, and expected business or operational outcomes
Core Splunk data, searches, configuration, objects, integrations, interfaces, and security controls relevant to the topic
Design decisions, dependencies, risks, permissions, performance considerations, and governance requirements
Guided practice focused on configuration, searches, integrations, security controls, and implementation patterns
Testing, validation, diagnostics, troubleshooting, documentation, and operational support

Practical Activity

Build or configure the core searches, objects, settings, integrations, or workflows covered in the lesson and record expected results.
Capture assumptions, configuration choices, expected results, test evidence, and remediation notes in a reusable worksheet.
Review the completed exercise against security, data quality, performance, maintainability, and support-readiness criteria.

Key Takeaways

Explain the purpose and architecture of statistical commands, distributions, correlation, time series, outliers, and exploratory analysis.
Apply the principal Splunk features and workflows required for the lesson scenario.
Validate results, identify common failure points, document decisions, and support a controlled operational outcome.

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Splunk 8.0 for Analytics and Data Science Training 1 Section4 Lessons24 Hours

Curriculum