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.
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:
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.
What is Data Today?
Welcome to Data Today with Dan Klein, 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 thinking in traditional value chains.
That's what this podcast is about. Every two weeks, we take a look at data outside the box.
Join us to learn how inspiring individuals from diverse fields and industries are transforming the way they work with data to realise their greatest opportunities.
Zühlke is a global innovation service provider. We turn big ideas into working solutions that deliver positive and sustainable value.