Data Pipeline Fundamentals: Extraction, Validation, Transformation, and Loading

A practical two-hour session on Data Pipeline Fundamentals, focused on Extraction, Validation, Transformation, and Loading. 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 Data Pipeline Fundamentals
• Apply Extraction in a small working example
• Apply Validation in a small working example
• Apply Transformation 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.