UXD 2963 - Intelligent User Interfaces

• Articulate the fundamental principles of UI design and apply them to a real-world project 
• Employ human-centered approach to design intelligent and exploratory user interfaces (UI) 
• Identify appropriate techniques to create an impactful data point of view 
• Be aware of the industry-standard tools for data visualization 
• Design an impactful data point of view for target users 
• Design a low-fidelity prototype utilizing UI design principles while considering contexts and users 
• Advocate for human-centered approach in AI-enabled UI design 

• Basic understanding of human-centered design approach or design thinking 
• Basic understanding of design principles, typography, and color 
• Basic understanding of fundamental concepts and conventions of data visualization 

• Fundamental principles of UI design 
• Components of an exploratory UI and its role in human-centered AI applications 
• Inclusive design and UI patterns 
• Visualization of quantitative and qualitative data 
• Telling a story with data 
• Common mistakes of data visualization and how to avoid them 
• Industry-standard tools for data visualization 
• Traditional UI design process vs. AI-based UI design process 
• AI-enabled UI examples 
• Design principles for AI-enabled UIs