Podcast Episodes
Back to SearchBaseline modeling and its critical role in AI and business performance
Season 1 Episode 17
Baseline modeling is a necessary part of model validation. In our expert opinion, it should be required before model deployment. There are many basel…
2 years ago
Information theory and the complexities of AI model monitoring
Season 1 Episode 16
In this episode, we explore information theory and the not-so-obvious shortcomings of its popular metrics for model monitoring; and where non-paramet…
2 years ago
The importance of anomaly detection in AI
Season 1 Episode 15
In this episode, the hosts focus on the basics of anomaly detection in machine learning and AI systems, including its importance, and how it is imple…
2 years, 1 month ago
What is consciousness, and does AI have it?
Season 1 Episode 14
We're taking a slight detour from modeling best practices to explore questions about AI and consciousness.
With special guest Michael Herman, co-foun…
2 years, 2 months ago
Upskilling for AI: Roles, organizations, and new mindsets
Season 1 Episode 13
Data scientists, researchers, engineers, marketers, and risk leaders find themselves at a crossroads to expand their skills or risk obsolescence. The…
2 years, 2 months ago
Non-parametric statistics
Season 1 Episode 12
Get ready for 2024 and a brand new episode! We discuss non-parametric statistics in data analysis and AI modeling. Learn more about applications in u…
2 years, 3 months ago
AI regulation, data privacy, and ethics - 2023 summarized
Season 1 Episode 11
It's the end of 2023 and our first season. The hosts reflect on what's happened with the fundamentals of AI regulation, data privacy, and ethics. Spo…
2 years, 4 months ago
Managing bias in the actuarial sciences with Joshua Pyle, FCAS
Season 1 Episode 10
Joshua Pyle joins us in a discussion about managing bias in the actuarial sciences. Together with Andrew's and Sid's perspectives from both the econ…
2 years, 4 months ago
Model Validation: Performance
Season 1 Episode 9
Episode 9. Continuing our series run about model validation. In this episode, the hosts focus on aspects of performance, why we need to do statistics…
2 years, 5 months ago
Model validation: Robustness and resilience
Season 1 Episode 8
Episode 8. This is the first in a series of episodes dedicated to model validation. Today, we focus on model robustness and resilience. From complex …
2 years, 6 months ago