This lesson develops practical capability in field extractions, calculated fields, lookups, tags, event types, and aliases for the Splunk Fundamentals 2 Training. Learners connect the topic to the wider course goal of advanced SPL, field extraction, lookups, knowledge objects, data models, and reusable analytics.