Predictive Analytics and Data Science

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.

Coming Events

2018 Ratemaking, Product and Modeling (RPM) Seminar and WorkshopsMarch 19-21, 2018

Insurance Data Concepts and Analytics Workshop – Rescheduled for early 2018

Introductory Predictive Modeling Limited Attendance Seminar – December 5-6, 2017

Intermediate Predictive Modeling Limited Attendance Seminar – December 7-8, 2017

View Past Events

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.

Purchase Predictive Modeling/Analytics Recordings Bundle

CAS Monographs

CAS Monograph No. 3Stochastic Loss Reserving Using Generalized Linear Models by Greg Taylor and Gráinne McGuire

 

 

CAS Monograph No. 5Generalized 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

Variance Journal

Rating Endorsements Using Generalized Linear Models
By Edward W. Frees, Gee Lee

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
Predictive Prudence

The Coming Revolution in Actuarial Modeling – Election Day Lessons for the Predictive Data Analyst
by Stephen Mildenhall, CSPA, Ph.D., FCAS, ASA, MAAA, CERA

Published Books

Predictive Modeling Applications in Actuarial Science: Volume 1, Predictive Modeling Techniques

Predictive Modeling Applications in Actuarial Science: Volume 2, Case Studies in Insurance

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How Can I Get Started?

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Other Credentials

Certified Specialist in Predictive Analytics (CSPA)

Analytics professionals can earn our new credential to demonstrate their expertise

Catastrophe Risk Management

A credential for cat risk management specialists is currently under development