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

Tämä podcast on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi podcastin jaksot saattavat sisältää mainontaa.

Jaksot(13)

Episode 05: Deep Learning with Anders Holst

“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 basic...

28 Syys 201930min

Episode 04: Practical Machine Learning with Anders Holst

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 practical...

27 Syys 201932min

Episode 03: Machine Learning with Anders Holst

Cristofer and Stefan head deeper into AI, and focus on Machine Learning, together with Anders Holst from RISE.

26 Syys 201941min

Episode 02: What is Artificial Intelligence? – with Anders Holst

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 n...

25 Syys 201932min

Episode 01: Introduction

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 ...

9 Syys 20196min