Description: Predictive analytics is impacting various actuarial disciplines. During this session, we will discuss how predictive analytics could impact and enhance retirement and pensions, along with how pension/retirement actuaries can utilize various enhanced analytical techniques. <em>This breakfast is open to all meeting attendees free of charge. If you plan to attend, you must register in advance.

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.