内容简介
从表面上来看,设计实践和数据科学似乎并没有什么明显的联系。但这两门学科的目标其实是一样的,都是为了帮助设计人员和产品经理理解用户,以便于打造出良好的数字化体验。数据能够增强设计,同时设计也可以赋予数据更深层次的意义。
《数据驱动设计(影印版英文版)》展示了如何生成数据驱动的A/B测试,用于帮助执行各种设计决策,无论是细小的调校,还是大规模的UX概念。另外还配合真实案例,告诉你怎样完成产品设计流程中数据驱动设计部分的工作。目录
Foreword
Preface
Chapter1IntroducingaDataMindset
DataasaTrend
ThreeWaystoThinkAboutData
WhatDoesThisMeanforYouasaDesigner?
DataCanHelptoAlignDesignwithBusiness
WithaLittleHelpfromYourFriends
WhatIfYouDon'tHaveDataFriends(Yet)?
ThemesYou'llSeeinThisBook
Summary
QuestionstoAskYourself
Chapter2TheABCsofUsingData
TheDiversityofData
WhyExperiment?
BasicsofExperimentation
A/BTesting:OnlineExperiments
YourHypothesisandWhyItMatters
RunningCreativeA/BTests
Summary
QuestionstoAskYourself
Chapter3AFrameworkforExperimentation
IntroducingOurFramework
ThreePhases:Definition,Execution,andAnalysis,
Examples:DataandDesigninAction
Summary
QuestionstoAskYourself
Chapter4TheDefinitionPhase(HowtoFrameYourExperiments)
GettingStarted:DefiningYourGoal
IdentifyingtheProblemYouAreSolving
BuildingHypothesesfortheProblematHand...
TheImportanceofGoingBroad
WhichHypothesestoChoose?
Summary
QuestionstoAskYourself
Chapter5TheExecutionPhase(HowtoPutYourExperimentsintoAction)
DesigningtoLearn
DesigningtheBestRepresentationofYour
Hypothesis
Summary
QuestionstoAskYourself
Chapter6TheAnalysisPhase(GettingAnswersFromYourExperiments)
VettingYourDesignsAheadofLaunch
LaunchingYourDesign
EvaluatingYourResults
WhatDoestheDataSay?
RollingOutYourExperience,orNot
CaseStudy:NetflixonPlayStation3
Summary
QuestionstoAskYourself
Chapter7CreatingtheRightEnvironmentforData-AwareDesign
Principle1:SharedCompanyCultureandValues
Principle2:HiringandGrowingtheRightPeople
Principle3:ProcessestoSupportandAlign
Summary
QuestionstoAskYourself
Chapter8Conclusion
EthicalConsiderations
LastWords
AppendixA:Resources
Index