Easy Access to Expert Information.
The Risk Dialogues Podcast Series is an exciting way for the Global Risk Institute to provide relevant information on emerging risk themes affecting the financial sector. Each episode will feature subject matter experts to share their knowledge on specific topics with you.
Machine Learning Podcast Series:
“Machine learning, or data science, can be portrayed as the new world of statistics. We are now able to learn from large sets of data in ways not possible several years ago.
- We can deliver non-linear models for forecasting and improved decision-making.
- We can search for patterns in data to improve a company’s understanding of its customers and the environment in which it operates.
- We can develop decision rules where we are interacting with a changing environment.”
Machine Learning in Business - An Introduction to the World of Data Science - J. Hull
Tune into this podcast series in which Alexey Rubtsov machine learning.
The Regulation of Artificial Intelligence in Finance
with Romana Mizdrak
How do we avoid negative effects from the use of AI in finance? How do we prevent a scenario when AI outsmarts existing financial regulations? This and much more in today’s podcast with our guest speaker Romana Mizdrak, Managing Director of Risk Quantification Division at Office of the Superintendent of Financial Institutions.
What is Unsupervised Learning, where is it applied, and how dangerous can it be? How did Unsupervised Learning help Alibaba to better target its financial products? To find out, listen to this two-minute podcast.
What does Supervised Learning mean? What problems in finance can it solve and when does it become useless? How did Google apply Supervised Learning to revolutionize Machine Translation in 2016? Our three-minute podcast on Supervised Learning will help you find answers to these questions.
How can you successfully target financial products when you don’t have much information about customers’ preferences? What is Semi-Supervised Learning, what applications does it already have, and is it easy to apply? To get answers to these questions, listen to our three-minute podcast on Semi-Supervised Learning.
How did DeepMind use Reinforcement Learning to teach a machine to play chess and other complex games better than humans? What is Reinforcement Learning, where was it already applied in finance and when can it fail? Our three-minute podcast on Reinforcement Learning will help you find out answers to these questions.
The Role of Artificial Intelligence in Finance with John Hull
Professor John Hull enlightens us on the financial aspects of artificial intelligence and machine learning: applications, regulatory issues, and risks. He shares insights profiled in his recently published book, Machine Learning in Business - An Introduction to the World of Data Science (third edition) - and draws on concepts explored in his three best-selling books in the derivative and risk management area.