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.
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推荐体验
推荐体验
初级
Professionals, entrepreneurs, & aspiring product managers to apply AI-enabled tools for innovation & productivity to lead customer-focused projects.
推荐体验
推荐体验
初级
Professionals, entrepreneurs, & aspiring product managers to apply AI-enabled tools for innovation & productivity to lead customer-focused projects.
要了解的详细信息
了解顶级公司的员工如何掌握热门技能

该课程共有4个模块
In this week, you’ll get oriented to the course and begin identifying meaningful customer problems by combining empathy with AI-assisted research. You’ll explore how generative AI fits into modern product management, set up the tools you’ll use throughout the course, and connect your personal goals to the skills you’re building. You’ll learn how to understand customers deeply, use AI to explore patterns in their needs and frustrations, and evaluate AI-generated insights for accuracy and bias. By the end of this week, you’ll be able to define a clear customer group and problem space worth exploring. You’ll apply your learning by reflecting on your goals, using AI tools to investigate customer needs, and drafting your own customer problem statement. Tip: Focus on understanding the customer before jumping to solutions—strong discovery leads to better products.
涵盖的内容
17个视频6篇阅读材料3个作业
17个视频•总计48分钟
- Course Introduction•5分钟
- How We Will Use AI•2分钟
- Introduction to Producty Discover with Empathy and AI•1分钟
- Why Customer Empathy Matters - Part 1•2分钟
- Why Customer Empathy Matters - Part 2•2分钟
- Definining Key Terms: Product & Customers•4分钟
- Customer Driven Innovation - Part 1•1分钟
- Customer Driven Innovation - Part 2•4分钟
- How to Choose a Customer•5分钟
- Ethical Considerations•2分钟
- Customer Problem Statements•2分钟
- Exploring Customer Problems with Generative AI•6分钟
- Evaluating AI Confidence•4分钟
- Avoiding AI Bias•5分钟
- The Importance of Open-Mindedness•2分钟
- The Discovery/Delivery Framework•3分钟
- End of Module 1 Summary•1分钟
6篇阅读材料•总计39分钟
- Course Navigation and Safety Statement•1分钟
- Getting Set Up with AI Tools•10分钟
- Transforming Healthcare for Children and Their Families•20分钟
- Inuit Global: Customer Driven Innovation! •4分钟
- Choosing a Customer Checklist•2分钟
- Checking AI Sources•2分钟
3个作业•总计90分钟
- Knowledge Check•30分钟
- Describe Your Customer•30分钟
- Draft a Customer Problem Statement with AI•30分钟
In this module, you’ll learn how to design and conduct effective customer interviews using AI as a support tool. You’ll explore how to plan interviews that uncover meaningful insights, generate and refine interview questions with AI, and guide conversations toward real experiences rather than opinions. You’ll also learn how to apply ethical best practices when working with customers and AI tools. By the end of this module, you’ll be able to design and run a customer interview that produces actionable insights. You’ll apply your learning by creating an interview guide with AI and conducting your own customer interviews. Tip: The most valuable interviews focus on what people have actually done—ask for stories, not hypotheticals.
涵盖的内容
15个视频4篇阅读材料3个作业
15个视频•总计45分钟
- Introduction to Conducting Customer Interviews•2分钟
- Why Do Interviews? - Part 1•1分钟
- Why Do Interviews? - Part 2•1分钟
- Customer Interview Basics•6分钟
- Ask For Stories, Not Opinions•3分钟
- Listen for "Pain Points" - Part 1•2分钟
- Listen for "Pain Points" - Part 2•3分钟
- Don't Offer Solutions•3分钟
- Ethics in Customer Research: Respect•5分钟
- Ethics in Customer Research: Transparency•3分钟
- Ethics in Customer Research: Consent & Privacy•5分钟
- Ethical Use of AI Tools•2分钟
- Using AI to Plan an Interview•6分钟
- After the Interview•2分钟
- End of Module 2 Summary•1分钟
4篇阅读材料•总计7分钟
- YouTube: The Idea That Started DoorDash•1分钟
- Use Case: Pain Points•1分钟
- Ethics in User Research Checklist•2分钟
- AI Supported Interviewing•3分钟
3个作业•总计90分钟
- Knowledge Check•30分钟
- Complete a Customer Interview•30分钟
- Use AI to Plan an Interview•30分钟
In this module, you’ll learn how to turn raw interview data into clear insights using AI-supported analysis. You’ll explore how to identify patterns and themes in qualitative data, use generative AI to support synthesis, and evaluate AI outputs for accuracy and potential bias. You’ll also learn how to create a customer journey map to visualize insights and better understand the user experience. By the end of this module, you’ll be able to analyze interview data and identify meaningful customer problems. You’ll apply your learning by extracting themes from interview data and building a customer journey map. Tip: AI can speed up analysis, but your judgment is essential—always review and validate what AI produces.
涵盖的内容
12个视频2篇阅读材料3个作业
12个视频•总计29分钟
- Introduction to Analyzing Interview Data•2分钟
- Why Analysis Matters•1分钟
- From Analysis to Opportunity - Part 1•1分钟
- From Analysis to Opportunity - Part 2•2分钟
- Extracting Themes and Quotations•5分钟
- Introduction to AI-Supported Analysis•1分钟
- Common AI Analysis•2分钟
- Demo: Analyze Interviews with AI•7分钟
- Evaluating AI Outputs•1分钟
- Customer Journey Maps•2分钟
- Journey Map Example•5分钟
- End of Module 3 Summary•1分钟
2篇阅读材料•总计4分钟
- Embrace: Creating a Life-Saving Product•2分钟
- Using AI Responsibly for Interview Analysis•2分钟
3个作业•总计90分钟
- Your First Pass: Finding Patterns Without AI•30分钟
- Now Compare: Your Analysis vs. AI•30分钟
- Build a Customer Journey Map From Your Research•30分钟
In this module, you’ll learn how to turn customer insights into high-impact product opportunities using AI-supported research. You’ll explore how to reframe problems using the Jobs To Be Done framework, conduct lightweight market research with AI tools, and identify opportunities that are common, painful, and underserved. You’ll also learn how to evaluate which opportunities are most worth pursuing. By the end of this module, you’ll be able to define and prioritize a high-impact product opportunity. You’ll apply your learning by using AI to explore the market landscape and identify your top opportunity. Tip: The best opportunities sit at the intersection of real customer pain and unmet market need.
涵盖的内容
13个视频2篇阅读材料2个作业1个讨论话题
13个视频•总计32分钟
- Introduction to Prioritizing Opportunities•2分钟
- Why Early Product Ideas Fail•1分钟
- Introducing Jobs to Be Done•2分钟
- The Impact of Prioritization - Part 1•0分钟
- The Impact of Prioritization - Part 2•2分钟
- Writing Jobs to Be Done•3分钟
- Why Do Market Validation?•3分钟
- High-Impact Opportunities•4分钟
- Market Research with AI•2分钟
- Demo: Market Research with AI•6分钟
- Interpreting AI Outputs•3分钟
- End of Module 4 Summary•1分钟
- Course Summary•2分钟
2篇阅读材料•总计11分钟
- Increasing Sales of Milkshakes•6分钟
- Guide: Using AI for Light Market Research•5分钟
2个作业•总计60分钟
- Define Customer Jobs to Be Done•30分钟
- Identify Your Top Opportunities•30分钟
1个讨论话题•总计10分钟
- When Good Ideas Don't Work•10分钟
位教师

提供方

提供方

UC Davis, one of the nation’s top-ranked research universities, is a global leader in agriculture, veterinary medicine, sustainability, environmental and biological sciences, and technology. With four colleges and six professional schools, UC Davis and its students and alumni are known for their academic excellence, meaningful public service and profound international impact.
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