This 2 ½ day Short Course was created by Ranjitha Kumar, Assistant Professor in the Department of Computer Science at the University of Illinois at Urbana-Champaign for professionals developing smart products powered by machine learning, including entrepreneurs, user experience designers, product managers, and (full-stack) developers.
Attendees will learn strategies for operationalizing user experience guidelines in the context of data-driven products, including how to
• identify user needs and automation/augmentation opportunities with Wizard-of-Oz prototypes
• design machine learning models that support explainability, personalization, and fairness
• iteratively improve user experience with human-machine co-learning systems
© Illinois Science and Technology Coalition
Illustration by Dieter Braun