Neural networks are the backbone of many AI and machine learning systems. But how can they be applied to real-world scenarios?

Today’s guest is Damian Borth, Professor of Artificial Intelligence & Machine Learning at the University of St. Gallen. He is also the director of the Computer Science Institute at St. Gallen.

His work on neural networks has taken him to several subject areas including climate change, financial fraud detection, and text-to-speech. He is also the recipient of a Google Research Scholar Award.

We discuss what neural networks are, what they do, and how their application could help us save the world.

00:00 - Intro

02:02 - Damian’s background

03:01 - What is a neural network?

09:21 - Neural networks and climate change

12:44 - Neural networks and text-to-speech

14:56 - Bias in AI training data

12:44 - Academia and the real world

27:12 - Dan's final thoughts

LINKS:

Damian Borth: https://www.linkedin.com/in/damianborth/?originalSubdomain=ch

Dan Klein: https://uk.linkedin.com/in/dplklein

Zühlke: https://www.zuehlke.com/en

Welcome to Data Today, a podcast from Zühlke.

We're living in a world of opportunities. But to fully realise them, we have to reshape the way we innovate.

We need to stop siloing data, ring-fencing knowledge and looking at traditional value chains. And that's what this podcast is about. Every two weeks, we’re taking a look at data outside the box to see how amazing individuals from disparate fields and industries are transforming the way they work with data, the challenges they are overcoming, and what we can all learn from them.

Zühlke is a global innovation service provider. We envisage ideas and create new business models for our clients by developing services and products based on new technologies – from the initial vision through development to deployment, production and operation.