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Customer Research with Generative AI for Product Managers · LearnSpace
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Customer Research with Generative AI for Product Managers

Курс от University of California, Davis
Начальный≈ 10.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

By the end of this course, you’ll be able to identify, analyze, and prioritize meaningful customer problems using generative AI. You’ll learn how to combine human-centered product thinking with AI tools to conduct research, uncover insights, and define high-impact product opportunities. You’ll develop practical skills in customer discovery, including using AI to explore customer needs, design and conduct effective interviews, and analyze qualitative data for patterns and insights. You’ll also learn how to evaluate AI outputs critically and apply ethical best practices when working with customer data. What makes this course unique is its hands-on, real-world approach to integrating AI into product management workflows. Rather than focusing on theory, you’ll apply AI tools throughout the course to complete key product tasks, from drafting interview guides to identifying opportunity areas using market research. This course is ideal for aspiring and early-career product managers, as well as professionals looking to incorporate AI into customer research and product discovery.

Навыки, которые вы освоите

Customer InsightsJourney MappingMarket OpportunitiesMarket ResearchCustomer AnalysisInterviewing SkillsEthical Standards And ConductPrioritizationProduct ManagementInnovationResponsible AIUser ExperienceData EthicsGenerative AIAI EnablementUser Research

Программа курса

4 модулей · 89 учебных материалов

01Getting Started & Product Discovery with Empathy and AI28 материалов

Getting Started

Course IntroductionВидеоCourse Navigation and Safety StatementЧтениеStart Thinking Like a Product ManagerDIALOGUEHow We Will Use AIВидео

Учитесь у экспертов

Lindsay Oishi

Преподаватель курса

Customer Research with Generative AI for Product Managers
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Обучение на Coursera

≈ 10.7 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Getting Set Up with AI ToolsЧтение

Product Discovery with Empathy and AI

Introduction to Producty Discover with Empathy and AIВидеоWhy Customer Empathy Matters - Part 1ВидеоTransforming Healthcare for Children and Their FamiliesЧтениеWhy Customer Empathy Matters - Part 2ВидеоExploring Customer EmpathyDIALOGUEDefinining Key Terms: Product & CustomersВидеоCustomer Driven Innovation - Part 1ВидеоInuit Global: Customer Driven Innovation! ЧтениеCustomer Driven Innovation - Part 2ВидеоHow to Choose a CustomerВидеоEthical ConsiderationsВидеоChoosing a Customer ChecklistЧтениеKnowledge CheckЗаданиеDescribe Your CustomerЗаданиеCustomer Problem StatementsВидеоExploring Customer Problems with Generative AIВидеоChecking AI SourcesЧтениеEvaluating AI ConfidenceВидеоAvoiding AI BiasВидеоDraft a Customer Problem Statement with AIЗаданиеThe Importance of Open-MindednessВидеоThe Discovery/Delivery FrameworkВидеоEnd of Module 1 SummaryВидео
02Conducting Customer Interviews24 материалов

Introduction to Conducting Customer Interviews

Introduction to Conducting Customer InterviewsВидеоWhy Do Interviews? - Part 1ВидеоYouTube: The Idea That Started DoorDashЧтениеWhy Do Interviews? - Part 2Видео

Conducting Customer Interviews

Customer Interview BasicsВидеоAsk For Stories, Not OpinionsВидеоListen for "Pain Points" - Part 1ВидеоUse Case: Pain PointsЧтениеListen for "Pain Points" - Part 2ВидеоDon't Offer SolutionsВидеоDiscovering Customer Pain Points Through ConversationDIALOGUEEthics in Customer Research: RespectВидеоEthics in Customer Research: TransparencyВидеоEthics in Customer Research: Consent & PrivacyВидеоEthical Use of AI ToolsВидеоEthics in User Research ChecklistЧтениеEvaluating Ethical User Research QuestionsDIALOGUEUsing AI to Plan an InterviewВидеоAI Supported InterviewingЧтениеKnowledge CheckЗаданиеUse AI to Plan an InterviewЗаданиеAfter the InterviewВидеоComplete a Customer InterviewЗаданиеEnd of Module 2 SummaryВидео
03Analyzing Interview Data18 материалов

Introduction Analyzing Interview Data

Introduction to Analyzing Interview DataВидеоWhy Analysis MattersВидеоFrom Analysis to Opportunity - Part 1ВидеоEmbrace: Creating a Life-Saving ProductЧтениеFrom Analysis to Opportunity - Part 2ВидеоMaking Sense of Messy DataDIALOGUE

Analyzing Interview Data

Extracting Themes and QuotationsВидеоYour First Pass: Finding Patterns Without AIЗаданиеIntroduction to AI-Supported AnalysisВидеоUsing AI Responsibly for Interview AnalysisЧтениеCommon AI AnalysisВидеоDemo: Analyze Interviews with AIВидеоNow Compare: Your Analysis vs. AIЗаданиеEvaluating AI OutputsВидеоCustomer Journey MapsВидеоJourney Map ExampleВидеоBuild a Customer Journey Map From Your ResearchЗаданиеEnd of Module 3 SummaryВидео
04Prioritizing Opportunities19 материалов

Prioritizing Opportunities

Introduction to Prioritizing OpportunitiesВидеоWhy Early Product Ideas FailВидеоWhen Good Ideas Don't WorkОбсуждениеIntroducing Jobs to Be DoneВидеоThe Impact of Prioritization - Part 1ВидеоIncreasing Sales of MilkshakesЧтениеThe Impact of Prioritization - Part 2ВидеоWriting Jobs to Be DoneВидеоReframing Pain Points into Jobs to Be DoneDIALOGUEDefine Customer Jobs to Be DoneЗаданиеWhy Do Market Validation?ВидеоHigh-Impact OpportunitiesВидеоMarket Research with AIВидеоDemo: Market Research with AIВидеоInterpreting AI OutputsВидеоGuide: Using AI for Light Market ResearchЧтениеIdentify Your Top OpportunitiesЗаданиеEnd of Module 4 SummaryВидео

Course Wrap-Up

Course SummaryВидео