Slides (PDF)

The slide deck for the Week 11 in-class session. Structure: teach → build live, chapter by chapter. The two dashboards (Metabase, then Streamlit) are built one chapter at a time, split by a break, then one mixed Live Quiz and an optional drill.

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week_11__presentation.pdf

What's in it

Welcome, theme (the last mile visual), agenda, and the assignment frame up front.
Ch1 two dashboard types visual; Ch2 Metabase setup + why read-only; Ch3 Questions vs Dashboards visual + SQL mode + build a Question live.
Break.
Ch4 Streamlit fundamentals + the rerun-model visual + connecting to Postgres; Ch5 metrics-dashboard architecture visual + build a KPI panel live; Ch6 the five-field metric visual + metric drift + the 5-minute presentation framework.
Live Quiz (one mixed round, Ch1-Ch6 + gotchas).
Optional live drill, assignment launch, and the wrap-up.

Teacher script, pacing, and quiz cribs: GitHub-only week_11__lesson_plan.md.

To regenerate slide PNGs after editing an HTML visual: bash assets/render_visuals.sh from Data Track/Week 11/, then just slides 11.

Exercises (live in class)

Built live in	Exercise	What you practice
§3 Ch3	First Metabase Question	SQL mode, schema prefix, bar chart, save to Collection
§5 Ch5	Streamlit KPI panel	Query `fct_trips` via Postgres, `st.metric`, `@st.cache_data`

Full instructions: Practice chapter.

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