Designing with Data

Improving the User Experience with A/B Testing

Nonfiction, Computers, Advanced Computing, Programming, User Interfaces
Cover of the book Designing with Data by Rochelle King, Elizabeth F Churchill, Caitlin Tan, O'Reilly Media
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Author: Rochelle King, Elizabeth F Churchill, Caitlin Tan ISBN: 9781449334956
Publisher: O'Reilly Media Publication: March 29, 2017
Imprint: O'Reilly Media Language: English
Author: Rochelle King, Elizabeth F Churchill, Caitlin Tan
ISBN: 9781449334956
Publisher: O'Reilly Media
Publication: March 29, 2017
Imprint: O'Reilly Media
Language: English

On the surface, design practices and data science may not seem like obvious partners. But these disciplines actually work toward the same goal, helping designers and product managers understand users so they can craft elegant digital experiences. While data can enhance design, design can bring deeper meaning to data.

This practical guide shows you how to conduct data-driven A/B testing for making design decisions on everything from small tweaks to large-scale UX concepts. Complete with real-world examples, this book shows you how to make data-driven design part of your product design workflow.

  • Understand the relationship between data, business, and design
  • Get a firm grounding in data, data types, and components of A/B testing
  • Use an experimentation framework to define opportunities, formulate hypotheses, and test different options
  • Create hypotheses that connect to key metrics and business goals
  • Design proposed solutions for hypotheses that are most promising
  • Interpret the results of an A/B test and determine your next move
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

On the surface, design practices and data science may not seem like obvious partners. But these disciplines actually work toward the same goal, helping designers and product managers understand users so they can craft elegant digital experiences. While data can enhance design, design can bring deeper meaning to data.

This practical guide shows you how to conduct data-driven A/B testing for making design decisions on everything from small tweaks to large-scale UX concepts. Complete with real-world examples, this book shows you how to make data-driven design part of your product design workflow.

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