Carolina Cani's Course Certificate: Data-Driven Design: Quantitative Research for UX

IxDF Course Certificate awarded to Carolina Cani for completing the "Data-Driven Design: Quantitative Research for UX" course
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The IxDF Course Certificate (ID #d582c5f0-1d7c-4d81-aae4-e63a4796160a) above is awarded to Carolina Cani with a Top 10% Distinction in formal recognition of their coursework surpassing the rigorous benchmarks of exceptional performance established by the IxDF Educational Codex. View Course Curriculum.

Carolina 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.
Carolina Cani

Carolina Cani

Product designer

Recife, Pernambuco, Brazil
  • IxDF Top 10%
 Course Taker
    Complete an IxDF course with a score of at least 90% to be awarded this distinction.
    IxDF Top 10% Course Taker distinction: Complete an IxDF course with a score of at least 90% to be awarded this distinction.
  • IxDF Local
 Group Member
    Join an IxDF Local Group to be awarded this distinction.
    IxDF Local Group Member distinction: Join an IxDF Local Group to be awarded this distinction.
  • IxDF Master
 Class Learner
    Complete an IxDF Master Class to be awarded this distinction.
    IxDF Master Class Learner distinction: Complete an IxDF Master Class to be awarded this distinction.
  • IxDF Certified
 Course Completer
    Complete a course (score at least 70% and generate the Course Certificate) to be awarded this distinction.
    IxDF Certified Course Completer distinction: Complete a course (score at least 70% and generate the Course Certificate) to be awarded this distinction.
  • Potential future IxDF Distinction

IxDF Distinctions

Distinctions are conferred upon Carolina Cani in formal recognition of their notable achievements and contributions, as stipulated by the IxDF Educational Codex.

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Certificates Earned
by Carolina Cani

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IxDF Master Class Certificates Earned

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

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Beyond Interfaces: The UI Design Skills You Need to Know certificate

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Radical Participatory Design: Insights From NASA’s Service Design Lead certificate

Radical Participatory Design: Insights From NASA’s Service Design Lead

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Exclusive: Design for a Better World, a Discussion with Don Norman certificate

Exclusive: Design for a Better World, a Discussion with Don Norman

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Inclusive Design: Build Inclusion into Your Design Process certificate

Inclusive Design: Build Inclusion into Your Design Process

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IxDF Membership Certificate

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

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