Human-Centered Machine Learning

Human-Centered Machine Learning

In 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 take a human-centered approach to AI in their work. The course is also useful for developers and engineers who want to both learn more about different Machine Learning techniques, and at the same time get a deeper understanding of the importance of a human-centered approach to digital design. The podcast is developed by Pontus Wärnestål, Stefan Byttner, Cristofer Englund and Jeanette Sjöberg at Halmstad University in Sweden, and is financed by VINNOVA. Music by Lee Rosevere. Read more: dap.hh.se

Episodes

Bonus Episode: Halland Tech Meet (in Swedish)

June 17, 2020 • 45 mins
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, och gäst i podden Episod 10), Joel Sandén (Region Halland) och Pontus Wärnestål (Högskolan i Halmstad och InUse) under ledning av Anna Petersson (projektledare för AI.m vid High5).
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Episode 12: Ethical Challenges in AI with Vaike Fors

October 11, 2019 • 46 mins
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 has a long experience from working with design of services in the autonomous vehicles space.
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Episode 11: AI and Mobility with Sigma Dolins

October 10, 2019 • 32 mins
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 autonomous vehicles.
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Episode 10: AI in Healthcare with Anita Sant'Anna

October 9, 2019 • 39 mins
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 12 years of research experience in signal and data analysis for health care applications – talks about some issues related to data collection and what human-centered design can bring to...
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Episode 09: Application – Learning and Education with Martin Cooney

October 2, 2019 • 41 mins
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 – and possibly hinder – learning and education.
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Episode 08: Agentive Technology with Chris Noessel

October 1, 2019 • 42 mins
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 Business To Buttons, which feature international prominent speakers in the overlap between AI and Service Design.
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Episode 07: Designing AI Services with Gustav Martner

September 30, 2019 • 51 mins
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-based tools to probability-based user experiences with "agentive" technology. We'll also talk about how to convey AI capabilities to the user gradually as they start using the service,...
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Episode 06: Generative Adversarial Networks with Edvin Listo Zec

September 29, 2019 • 50 mins
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 Listo Zec from RISE, who will discuss opportunities and risks with GANs.
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Episode 05: Deep Learning with Anders Holst

September 28, 2019 • 30 mins
“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 RISE.
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Episode 04: Practical Machine Learning with Anders Holst

September 27, 2019 • 32 mins
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 techniques is the topic of this episode. Stefan and Cristofer continue their discussion with Anders Holst from RISE.
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Episode 03: Machine Learning with Anders Holst

September 26, 2019 • 41 mins
Cristofer and Stefan head deeper into AI, and focus on Machine Learning, together with Anders Holst from RISE.
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Episode 02: What is Artificial Intelligence? – with Anders Holst

September 25, 2019 • 32 mins
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. Stefan and Cristofer discuss the fundamentals of AI with Anders Holst from RISE.
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Episode 01: Introduction

September 9, 2019 • 6 mins
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 team behind the podcast: Pontus Wärnestål, Cristofer Englund, Stefan Byttner, and Jeanette Sjöberg.
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