The CAS Institute has assembled the following list of professional education resources related to predictive analytics and data science. Analytics professionals can view a list of current published work on the subject (ranging from scholarly/technical to non-technical), as well as in-person education opportunities related to predictive analytics that will help fulfill continuing education requirements.
iCAS Fourth Annual Community of Practice Event – March 23, New Orleans
Ratemaking, Product and Modeling (RPM) Seminar – March 23-25, New Orleans
Webinar: Python for Actuaries – February 6
Ensembles and Combining Models – Webinar, January 9, 2020
UCAS – University of CAS (online professional education)
Recordings in Predictive Modeling/Analytics: The CAS Institute has selected these 16 top-rated recordings of past sessions at CAS events that address topics in predictive modeling and analytics, such as, GLMs, machine learning, decision trees, Bayesian analysis, and more. Available to iCAS members for only $89.
Ratemaking for a New Territory: Enhancing GLM Pricing Model with a Bayesian Analysis
Jing Zhang and Tatjana Miljkovic
CAS Monograph No. 3 – Stochastic Loss Reserving Using Generalized Linear Models by Greg Taylor and Gráinne McGuire
CAS Monograph No. 5 – Generalized Linear Models for Insurance Rating by Mark Goldburd, Anand Khare, and Dan Tevet
CAS Monograph No. 6 – A Machine-Learning Approach to Parameter Estimation by Jim Kunce and Som Chatterjee
Rating Endorsements Using Generalized Linear Models
By Edward W. Frees, Gee Lee
Recent Articles in the Actuarial Review
Including Insurers Explore New Frontiers in Claim Management by Kate Walker, CSPA.
The Coming Revolution in Actuarial Modeling – Election Day Lessons for the Predictive Data Analyst
by Stephen Mildenhall, CSPA, Ph.D., FCAS, ASA, MAAA, CERA