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Data Science Intermediate Pro

A/B Testing & Online Experimentation

Design, size, run and read online experiments that product decisions can actually rest on

30 min read 7 views

Learn to design trustworthy online experiments: pick metrics and randomisation units, size a test with power and MDE, catch SRM and peeking, cut variance with CUPED, and read lifts, segments and holdouts correctly.

Practice questions (5)

  • Sizing a Checkout Experiment

    Intermediate · Free
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  • Diagnosing a Sample-Ratio Mismatch

    Intermediate
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  • Choosing the Randomisation Unit in a Marketplace

    Advanced
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  • Cutting Sample Size with CUPED

    Advanced
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  • Metric Moved but Not Significant, and a Winning Segment

    Intermediate
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