Analytics Engineering Fundamentals: Models, Tests, Documentation, and Lineage

A practical two-hour session on Analytics Engineering Fundamentals, focused on Models, Tests, Documentation, and Lineage. Attendees work through concrete engineering tradeoffs, review examples, and leave with a checklist they can apply in real team projects.

Audience: entry-level and intermediate developers who want a practical engineering session, not a language tour.

Outcomes:

• Explain the practical boundaries of Analytics Engineering Fundamentals
• Apply Models in a small working example
• Apply Tests in a small working example
• Apply Documentation in a small working example

Format: two hours with a short framing walkthrough, a concrete example, discussion of tradeoffs, and a closing checklist for practice.