Description: In session 3PD of the New York Annual Meeting the panel discusses solutions such as data software and interface standards as possible solutions to the problem of having many different data storage and analysis systems that don't speak to each other. From the Record of the Society of Actuaries, Vol. 24, No. 3.

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: The panelists of this session 142PD of the New Orleans Annual Meeting discuss how they got into computer science and explain the various types of activities involved in their jobs as actuaries in computer science. From the Record of the Society of Actuaries, Volume 27, No. 3, Session 142PD.

Description: This 1981 session focused on Recent Trends in Computer Technology including: i. What is the new hardware? 2. What opportunities are offered by the new hardware? a Administrative/service-oriented possibilities I Totality of information storage 2 Paperless administration/elimination of hard copy records 3 Effect on user 4 Different/flexible structure of information 5 On-line processing concurrent with data processing b Product-oriented possibilities i Universal life 2 Flexible premium annuities 3 Adjustable life 4 Retired lives reserve 5 Bank annuities 6 Variable life/annuities From Record of Society of Actuaries, Vol. 7, No. 3.

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: In September 2017, the China Insurance Regulatory Commission (CIRC) issued the “C-ROSS Phase II project construction plan”, planned to be used across three years’ time, by perfecting the regulations, improving the operational mechanism and strengthening the regulatory cooperation.

Description: Most actuaries deal with model development at some point in their career. However, very few of us have proper training in programming, software engineering or software shop operations. Explore topics, techniques, and practices from the FinTech and IT industries that can be applied to building robust, high-quality actuarial models. This session will be of particular interest to actuaries engaged in 'in-house' model development, managers of modeling teams, and actuaries interested in software development.

Description: Panelists at this session of the SOA 1997 Washington, DC Annual Meeting examine corporate software applications in terms of at least three tiers, and how actuarial applications have blurred the distinction among these tiers.

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 discussion examines the future outlook of computers. From Transactions of Society of Actuaries 1960, Vol. 12, No. 34.