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Designing Human-Centric AI Experiences - Applied UX Design for Artificial Intelligence (Paperback, 1st ed.)
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Designing Human-Centric AI Experiences - Applied UX Design for Artificial Intelligence (Paperback, 1st ed.)
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User experience (UX) design practices have seen a fundamental shift
as more and more software products incorporate machine learning
(ML) components and artificial intelligence (AI) algorithms at
their core. This book will probe into UX design's role in making
technologies inclusive and enabling user collaboration with AI.
AI/ML-based systems have changed the way of traditional UX design.
Instead of programming a method to do a specific action, creators
of these systems provide data and nurture them to curate outcomes
based on inputs. These systems are dynamic and while AI systems
change over time, their user experience, in many cases, does not
adapt to this dynamic nature. Applied UX Design for Artificial
Intelligence will explore this problem, addressing the challenges
and opportunities in UX design for AI/ML systems, look at best
practices for designers, managers, and product creators and
showcase how individuals from a non-technical background can
collaborate effectively with AI and Machine learning teams. You
Will Learn: Best practices in UX design when building human-centric
AI products or features Ability to spot opportunities for applying
AI in their organizations Advantages and limitations of AI when
building software products Ability to collaborate and communicate
effectively with AI/ML tech teams * UX design for different
modalities (voice, speech, text, etc.) Designing ethical AI system
General
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