The Tools of the Trade - Machine Learning in Actuarial Pursuits
What does it mean to be a machine learner? What distinguishes machine learning from other branches of AI? How do these tools compare to actuarial technologies of the past? Why is supervised learning most applicable to the actuarial profession and how do GBMs compare to Modern GLMs?
In this webcast, Max balances the philosophy of machine learning with the technical use cases for actuaries with a presentation inspired by content from the Casualty Actuarial Society's AI Fast Track bootcamp.
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The Tools of the Trade - Machine Learning in Actuarial Pursuits
What does it mean to be a machine learner? What distinguishes machine learning from other branches of AI? How do these tools compare to actuarial technologies of the past? Why is supervised learning most applicable to the actuarial profession and how do GBMs compare to Modern GLMs?
In this webcast, Max balances the philosophy of machine learning with the technical use cases for actuaries with a presentation inspired by content from the Casualty Actuarial Society's AI Fast Track bootcamp.
Learn more about the speakers
Max Martinelli
Max Martinelli is a Lead Actuarial Data Scientist at Akur8, where he spearheads machine learning initiatives for P&C pricing for the North American market. With a background in predictive modeling, actuarial analytics, and computational mathematics, Max brings both technical depth and practical expertise to his clients. A dedicated collaborator with the Casualty Actuarial Society, he has played a key role in advancing AI initiatives—co-authoring and leading the CAS AI Fast Track Bootcamp and co-hosting Almost Nowhere, the CAS Institute’s new podcast exploring AI and Data Science in insurance.
