{"product_id":"9783030258269","title":"Springer Actuarial: Neural Networks and Extensions","description":"\u003ch1\u003eSpringer Actuarial: Neural Networks and Extensions\u003c\/h1\u003e \u003ch2\u003eDenuit, Michel; Hainaut, Donatien; Trufin, Julien\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book reviews some of the most recent developments in neural networks, with a focus on applications in actuarial sciences and finance. It simultaneously introduces the relevant tools for developing and analyzing neural networks, in a style that is mathematically rigorous yet accessible.\u003c\/p\u003e\n\n\u003cp\u003eArtificial intelligence and neural networks offer a powerful alternative to statistical methods for analyzing data. Various topics are covered from feed-forward networks to deep learning, such as Bayesian learning, boosting methods and Long Short Term Memory models. All methods are applied to claims, mortality or time-series forecasting.\u003c\/p\u003e\n\nRequiring only a basic knowledge of statistics, this book is written for masters students in the actuarial sciences and for actuaries wishing to update their skills in machine learning.\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\n\n\u003cp\u003eThis is the third of three volumes entitled \u003ci\u003eEffective Statistical Learning Methods for Actuaries\u003c\/i\u003e. Written by actuaries for actuaries, this series offers a comprehensive overview of insurance data analytics with applications to P\u0026amp;C, life and health insurance. Although closely related to the other two volumes, this volume can be read independently.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2019-11-13\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783030258269\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-030-25827-6\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 250\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44808033829004,"sku":"9783030258269","price":53.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783030258269.jpg?v=1776010318","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783030258269","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}