Designing Human-Centric AI Experiences: Applied UX Design for Artificial Intelligence (Design Thinking)
Product ID: 439011172
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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 Review: Simplified explanations about complexities of AI design - Highly recommend the book for designers looking for their first step into understanding AI design and its nuances. The book has a variety of examples about design patterns (with detailed descriptions), that can help designers understand how AI can be used as a medium for building great products. The book also simplifies many technical terms, which will be very useful when one has to interact with machine learning teams. Review: Very good book. Essential to UX designers - Very good book. Full of relevant and practical information. Specially for design professionals
| Best Sellers Rank | 1,068,372 in Books ( See Top 100 in Books ) 2,566 in Software Design & Development 2,590 in Computing & Internet for Professionals 6,561 in Computing & Internet Programming |
| Customer Reviews | 4.6 out of 5 stars 19 Reviews |
M**I
Simplified explanations about complexities of AI design
Highly recommend the book for designers looking for their first step into understanding AI design and its nuances. The book has a variety of examples about design patterns (with detailed descriptions), that can help designers understand how AI can be used as a medium for building great products. The book also simplifies many technical terms, which will be very useful when one has to interact with machine learning teams.
J**O
Very good book. Essential to UX designers
Very good book. Full of relevant and practical information. Specially for design professionals
S**E
Pre-ChatGPT but still very relevant
Fantastic book! I would advise every designer and user researcher to read it to understand how to design AI experiences. It starts with an easy intro to AI then goes in details into design guidelines with examples of dos and don’ts of designing AI experiences. While ChatGPT has changed the game by making AI the value proposition and fronting the technology more, the remainder of the books remains extremely relevant. And the best quality is that it is very clearly written and contains tons of actionable insights that you can immediately use when designing. Right now, this book is by far the best book I have read on the intersection of UX and AI. Can’t wait to have the author update it with a chapter on GenAI. It deserves a second edition.
C**S
Great general resource
A great general resource. I assign it in my Human-Centered AI class, which is very design heavy. The online resources from Google's People + AI Research group seem to be the basis for a lot of the book. Go there to find more in-depth and technical material.
S**N
Good HCAI Book
This is a very good read. I have been able to use alot of the content in this book for some great Linkedin post.
J**E
A high value book
It is the only book I know for this matter, and it covers it from almost all angles (but sustainabillity) in a clear and interesting way.
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