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.
CAS R for the P&C Practitioner Bootcamp – August 21-24, 2017
P&C Insurance Industry Data Limited Attendance Seminar – October 12-13, 2017
2017 Ratemaking and Product Management Seminar – March 27-29, 2017
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.
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
Recent Articles in the Actuarial Review
Predictive Modeling Three Part Series
By ANNMARIE GEDDES BARIBEAU
Predictive Modeling: The Quest for Gold
Predictive Modeling: Actuaries Blaze New Analytical Frontiers
The Coming Revolution in Actuarial Modeling – Election Day Lessons for the Predictive Data Analyst
by Stephen Mildenhall, CSPA, Ph.D., FCAS, ASA, MAAA, CERA