Human-Centered Machine Learning
Halmstad UniversityIn this course we will explore the challenges presented when designing AI-powered services. In particular, we will take a look at Machine Learning (such as deep learning and generative adversarial networks), and how that can be used in human-centered design of digital services. This course is created for User Experience (UX) professionals, Service Designers, and Product Managers as a way to help t... more
| Publishes | Daily | Episodes | 13 | Founded | 6 years ago |
|---|---|---|---|---|---|
| Categories | BusinessTechnology | ||||
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Den 13 maj 2020 anordnades Halland Tech Meet, ett digitalt evenemang som samlar företagsledare, forskare och andra aktörer i Halland med fokus på digitalisering, teknologi och innovation. I detta avsnitt samtalar Anita Sant'anna (Research on the Go, ... more
How can we systematically work with ethics and risks with services based on machine learning and other AI techniques? In this final episode, Cristofer and Pontus is talking to Vaike Fors, Associate Professor with a focus on design ethnography. Vaike ... more
Autonomous vehicles present a wide range of interesting design problems. Sigma Dolins, researcher at RISE's Sustainable Transport Team presents interesting cases surrounding dynamic ride-pooling, the experience of being both inside and outside of aut... more
Healthcare is undergoing big changes on many fronts. One of the drivers for change is the race for health data and the many applications of data-driven services in all parts of the healthcare ecosystem. Anita Sant'Anna – PhD and consultant with over ... more
In this episode, Jeanette kicks off the applied part of the course. Our guest is Martin Cooney, Assistant Professor in Artificial Intelligence and Robotics. Jeanette and Martin heads into the fast-moving space of EdTech, where AI techniques can help ... more
In this episode Pontus talks to Chris Noessel, author of the book Designing Agentive Technology, about what designers need to know in order to design services that act on users’ behalf. This episode was recorded at the annual design conference From B... more
In this episode, we’ll change gear a little bit. We’re discussing the role of human-centered design and its relation to data-driven services. We'll talk about how to consider users' mental models and expectations in our designs, how we move from rule... more
Generative Adversarial Networks – or GAN – is powerful newcomer in the AI realm. GANs can be used to generate new data, that can help train new models as well as test and validate AI-based systems. Cristofer’s and Stefan’s guest this time is Edvin Li... more
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