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Human-Centered Machine Learning

Halmstad University

Human-Centered Machine Learning

A daily Technology, Business and Education podcast
Good podcast? Give it some love!
Human-Centered Machine Learning

Halmstad University

Human-Centered Machine Learning

Episodes
Human-Centered Machine Learning

Halmstad University

Human-Centered Machine Learning

A daily Technology, Business and Education podcast
Good podcast? Give it some love!
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Episodes of Human-Centered Machine Learning

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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 th
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.
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
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
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
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
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 fro
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 Ed
“Deep Learning” marks the beginning of a new AI era, starting around 2012. Deep Learning is part of the reason AI has expanded so much recently. In this episode, Cristofer and Stefan discuss the basics of Deep Learning with Anders Holst from RI
Building machine learning applications require a lot of practical work and experience. Off-the-shelf solutions need to be tweaked and tailored to fit your organization’s needs and goals. The practicalities of implementing Machine Learning techn
Cristofer and Stefan head deeper into AI, and focus on Machine Learning, together with Anders Holst from RISE.
Let's get started! We need to know about what Artificial Intelligence is – and in particular, what today's AI is from a practical perspective and what designers and developers of AI-powered services need to know about the many aspects of AI. St
In this first episode we introduce what this course is about, who is doing this show and why, and who the course is for. Please listen to this short episode before diving into the rest! And good luck on your learning journey! Good luck from the
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