Strategic GenAI Integration for Expert UX Researchers
Elevate your UX research with GenAI: Master strategic integration, ethical considerations, and advanced techniques to unlock unprecedented insights.
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GenAI for UX Research: Foundations and Tool Selection
Unit 1: GenAI Fundamentals for UX Research
GenAI in UX Research
LLMs for UX: A Deep Dive
Diffusion Models in UX
Ethical GenAI in UX
Bias in GenAI Outputs
Unit 2: Selecting the Right GenAI Tools
Needs Assessment
Tool Evaluation Criteria
Data Privacy & Security
Cost-Benefit Analysis
Demo & Trial Periods
Unit 3: Responsible Data Handling
Data Collection Consent
Anonymization Techniques
Data Storage & Security
Compliance
Auditing GenAI Systems
Prompt Engineering for Actionable UX Insights
Unit 1: Prompting Foundations for UX Research
Intro to UX Prompting
Prompting Data Types
Crafting Clear Prompts
Unit 2: Advanced Prompting Techniques
Zero-Shot Prompting
Few-Shot Prompting
Chain-of-Thought Prompting
Role-Playing Prompts
Prompting for User Personas
Unit 3: Bias Mitigation and Iterative Refinement
Identifying Bias
Iterative Prompt Refinement
Prompt Version Control
Unit 4: Applying Prompt Engineering to UX Data
Interview Analysis
Survey Analysis
Usability Testing
Synthesizing Insights
Automating and Augmenting UX Research with GenAI
Unit 1: GenAI for Literature Reviews & Data Synthesis
GenAI Lit Review Intro
Crafting Lit Review Prompts
Synthesizing with GenAI
Avoiding Bias in Synthesis
Lit Review Workflow
Unit 2: GenAI for Report Generation
GenAI Report Intro
Structuring Report Prompts
GenAI Report Automation
Validating GenAI Reports
Report Generation Workflow
Unit 3: Advanced GenAI Applications
Pattern Discovery w/ GenAI
GenAI for Anomaly Detection
Dashboarding with GenAI
Communicating with GenAI
GenAI Integration Tips
Validating and Innovating with GenAI in UX Research
Unit 1: Validating GenAI Insights
GenAI's Biases in UXR
Triangulation Techniques
Human-in-the-Loop
Statistical Validation
Unit 2: GenAI for Innovative UX Research
GenAI Personas
Simulating User Behavior
Interactive Prototypes
GenAI for A/B Testing
Content Generation
Unit 3: Measuring GenAI's Impact & Future Trends
Efficiency Metrics
Accuracy Metrics
Insight Generation
Emerging Trends
The Future of UXR