Tetiana Makarukha's Course Certificate: Data-Driven Design: Quantitative Research for UX

IxDF Course Certificate awarded to Tetiana Makarukha for completing the "Data-Driven Design: Quantitative Research for UX" course
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The IxDF Course Certificate (ID #df042013-681d-4aa4-bc29-2c218a1a8949) above is awarded to Tetiana Makarukha in formal recognition of their coursework surpassing the rigorous benchmarks of exceptional performance established by the IxDF Educational Codex. View Course Curriculum.

Tetiana Has Mastered How To:

  • Decide when quantitative research is appropriate by matching methods to questions, risk, and decision needs.
  • Select and screen participants for quantitative studies to improve data quality and reduce sampling bias.
  • Design and run user surveys effectively by writing clear questions and avoiding common sources of survey bias.
  • Analyze survey results with confidence by interpreting patterns at scale and translating findings into design direction.
  • Apply basic statistical tests to quantitative results to validate insights and avoid misleading conclusions.
  • Use web and app analytics to understand behavior by interpreting key metrics, funnels, and usage patterns.
  • Conduct early design testing with quantitative methods to evaluate concepts and compare alternatives.
  • Run and interpret A/B and multivariate tests to measure impact and support evidence-based iteration.
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Certificates Earned
by Tetiana Makarukha

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IxDF Master Class Certificates Earned

IxDF Master Class Certificates are awarded to Tetiana Makarukha in formal recognition of their attendance and ongoing commitment to learning from industry leaders.

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How to Elevate the User Experience of AI with Design Patterns certificate

How to Elevate the User Experience of AI with Design Patterns

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Win Clients, Pitches and Approval: Present Your Designs Effectively certificate

Win Clients, Pitches and Approval: Present Your Designs Effectively

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How to Create Complex Tables Users Love: A UI Designer's Guide certificate

How to Create Complex Tables Users Love: A UI Designer's Guide

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IxDF Membership Certificate

This IxDF Membership Certificate is issued to Tetiana Makarukha in formal recognition of their membership of the IxDF, global leader in design education.

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