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AI for designers and UX specialists
AIUX/UIBest practices
Learn to leverage intelligent tools in your design workflow, create better user experiences with machine learning-powered features, and design ethical, accessible interfaces. Covers intelligent design tools, user research, prototyping, conversational experiences, and responsible design principles.
Chapters
AI tools in the design workflow
Overview of AI-powered design tools, when to use them, and how they fit into your existing creative process.
AI-assisted ideation and exploration
Using AI for brainstorming, mood boards, visual exploration, and rapid concept generation.
Enhancing user research with AI
Leveraging AI to analyze user feedback, identify patterns, generate insights, and inform design decisions.
AI-powered prototyping and iteration
Accelerating prototyping with AI tools, generating variations, and testing design concepts faster.
Designing conversational interfaces
Best practices for voice UI, chatbots, and conversational experiences. Handling errors, setting expectations, and designing for natural interaction.
Personalization and adaptive interfaces
Designing AI-powered personalization that respects privacy, provides user control, and improves experience.
Accessibility and inclusive AI design
Ensuring AI features work for everyone. Testing with diverse users, providing alternatives, and avoiding exclusion.
Ethics and responsible AI design
Addressing bias, transparency, privacy, and ethical considerations when designing AI-powered products.
Design systems for AI experiences
Creating consistent patterns, components, and guidelines for AI features across your product.
Measuring and improving AI experiences
Metrics that matter, gathering feedback, iterating on AI features, and balancing automation with user satisfaction.
Goals
Effectively use intelligent tools in design workflow
Leverage machine learning for user research and insights
Design effective and ethical intelligent interfaces