Description: This article discusses the emergence of multi-processor computers and the importance of acquiring parallel computing skills.

Description: This is a discussion of miscellaneous topics. From the Transactions of Society of Actuaries 1962, Vol. 12 Pt. 2 Includes discussion of automation opportunities, persistency studies, and stop-loss and catastrophe reinsurance

Description: Data is an essential component of financial analysis. In this session, the presenters will discuss data governance/management framework and how it can be applied to US GAAP LDTI and VM-51 regulations. This session will also discuss the important relationship between actuaries and IT and how they can work together towards best practices for extracting, managing and using data needed for various actuarial models. Real life case studies relevant for valuation actuaries (e.g. data needs for LDTI and VM-51) will also be presented and examined, highlighting best practices as well as challenges and pitfalls for setting up and governing data processes along with areas for where good communication and strong relationships are important to success.

Description: This session discussed three dramatic shifts in everyday economic relationships: 1 From matter to information, 2 From firms to individuals, and 3 From sellers to buyers. The instructor discussed application service providers and their impact on the economy and the Internet.

Description: Ever wanted to do a Kaggle data science competition, but didn't know where to start? This presentation meets the needs of actuaries interested in predictive analytics and competitive data science. The presentation will describe the nature of competitive data science, and provide insights into lessons learned by competing in the Airbus Ship Detection Challenge at Kaggle, as well as other Kaggle competitions. The presenters will provide an introduction to neural networks and describe the nature of the Airbus Ship Detection Challenge and other Kaggle competitions, plus a solution approaches that can be used to obtain top scores using Convolutional Neural networks (CNNs), random forests and boosted trees.

Description: View the Data Challenges in Building a Facial Recognition Model and How to Mitigate Them

Description: Speakers discuss how to develop alternative or improved processing methodologies to reduce errors, correct error tracking tools, and metrics. Participants discuss balancing reasonable testing given time constraints. From the Record of the Society of Actuaries, Volume 27, No. 2, Session 47IF of the Toronto Spring Meeting

Description: This paper explores the possibility of using the programmable calculator as the vehicle for presenting algorithms for developing actuarial values. The adaptability of the programmable calculator is tested by implementing algorithms from a hopefully representative set of subject areas scheduled to be included in the new text.

Description: The topic of this discussion focused on the new methods of calculation, processing, and valuation using electronic equipment. From Transactions of Society of Actuaries 1955, Vol. 7, No. 19.

Description: This presentation is a panel discussion, session 90PD, from the 2000 Annual Meeting of the Society of Actuaries, held October 15-18 in Chicago. The panelists, including a chief technology officer and a Microsoft employee, introduce actuaries to XML, discussing the origins of XML and its relation to HTML. They discuss how to model with XML to achieve independence between platforms and systems. The speakers present XML applications, including online insurance, employee benefits and mathematics. Discussion from participants is included. From the Record of Society of Actuaries, Volume 26, No. 3.