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Designing with Data : Improving the User Experience with A/B Testing
Designing with Data explores how data and experimentation can be integrated into the user experience design process to improve product development and decision-making. Rochelle King, Elizabeth F. Churchill, and Caitlin Tan guide designers and product managers through leveraging A/B testing, data analysis, and user research to create engaging, user-centered digital experiences without compromising design intuition. Contents: Foreword; Preface; Chapter 1: Data-Aware Design; Chapter 2: The Framework for Data-Aware Design; Chapter 3: Defining Goals and Metrics; Chapter 4: Generating Hypotheses; Chapter 5: Designing Controlled Experiments; Chapter 6: Analyzing and Interpreting Results; Chapter 7: Integrating Data into Design Culture; Index.
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