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Unit project — Explain a prediction

Time: 2 periods + homework. Groups of 3 with roles: data steward, analyst/driver, storyteller (rotate).

Problem

Pick one regression and one classification question.

Plan

Features and risks.

Data

Synthetic health table.

Analysis

Fit both; compare with baselines.

Conclusion

Explain results to a non-expert.

Hand in

Notebook + one-page explanation.

Rubric: the six-criterion four-level rubric in docs/pedagogy/assessment.md. AI help: disclose in one line.