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Library/ Machine Learning (Supervised + Unsupervised)/ Unsupervised Learning by Building (one technique, two mini projects)/ U05 · Build: Association Rules — A: Market Basket Analysis (Online Retail II) · B: optional German Credit patterns

subtopic

Turn rules into actions

10 min applied10 min research1 curated resources

Pick 3 rules and propose a bundle, recommendation or shelf placement; note the risk of spurious rules. Concepts: Actionability; spurious rules; validation with A/B tests Project A: Three cross-sell actions with expected impact. Project B: Optional.

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Turn rules into actions · 1x1labs.ai