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: 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: 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: 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: 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.

Description: This session 52SM/OF/L of the New Orleans Annual Meeting provides an opportunity for Computer Science Section members to learn about current section activities and to provide input to the Section Council. A brief introduction to the J computer language is provided. From the Record of the Society of Actuaries, Volume 27, No. 3, Session 52SM/OF/L.

Description: This session from the 1983 SOA Spring Meeting discusses the future use of computers and technology including how computers impact the environment in which actuaries conduct business.

Description: This session from the 1995 SOA New York City Meeting discusses the re-engineering process as it is being undertaken in many companies, how it is applied to the actuarial function, and how technology can be used to facilitate the change. From the Record of the Society of Actuaries, Vol. 21, No. 2.

Description: This paper outlines how derivation of many balance sheet items can be improved both at the year end and at interim shipment dates by a company which utilizes data processing equipment. From Transactions of Society of Actuaries 1958, Vol. 10, No. 28.