Time Series Data Fundamentals: Sampling, Windows, Alerts, and Seasonality

A practical two-hour session on Time Series Data Fundamentals, focused on Sampling, Windows, Alerts, and Seasonality. 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 Time Series Data Fundamentals
• Apply Sampling in a small working example
• Apply Windows in a small working example
• Apply Alerts 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.