Analyze Usage Data is an intermediate-to-advanced short course designed for IT managers, platform owners, and operations professionals who need to interpret usage data responsibly before acting on it. Rather than treating reports as definitive answers, the course emphasizes thoughtful analysis, trend evaluation, and clear communication.

Learners work with realistic Confluence usage reports to understand what common metrics such as page views and popularity actually measure—and what they do not. The course focuses on building judgment: recognizing when numbers are meaningful, when they are misleading, and how context and assumptions shape interpretation. Learners move from interpreting individual usage signals to evaluating trends over time. They practice distinguishing patterns from noise, comparing trends against baselines, and translating evidence into cautious, defensible recommendations suitable for stakeholder and leadership discussions. By the end of the course, learners can extract usage evidence, evaluate trends without overclaiming, and communicate insights that support planning, alignment, and responsible decision-making in real organizational environments.