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Examples for Metrics & A/B Test Design Trainer

Explore real-world examples showing how this skill works with different inputs and outputs.

E-commerce Checkout Optimization

Practice designing an A/B test for reducing checkout steps in an e-commerce marketplace. Includes sample size calculations, metric selection feedback, and improved test design.

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SaaS Product with Network Effects

Advanced scenario testing cluster randomization for a B2B SaaS product with network effects and limited traffic. Covers design effect calculations and ICC adjustments.

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Social Feed Algorithm Metrics

Metrics selection scenario for a new ML-based feed ranking algorithm. Covers North Star definition, leading indicators, long-term retention tracking, and segment-specific success criteria.

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