{"product_id":"effective-statistical-learning-methods-for-michel-denuit-9783030258269","title":"Effective Statistical Learning Methods for Actuaries III: Neural Networks and Extensions","description":"\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 \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 Requiring 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 \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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Michel Denuit, Donatien Hainaut, Julien Trufin\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3030258262\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783030258269\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/13\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 250\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.83lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.56d","brand":"Michel Denuit","offers":[{"title":"Paperback","offer_id":44213278015743,"sku":"9783030258269","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_d1368062-3821-4a02-91b4-e733332adfa4.jpg?v=1692112989","url":"https:\/\/www.whiterainbookhouse.com\/products\/effective-statistical-learning-methods-for-michel-denuit-9783030258269","provider":"WR Book House","version":"1.0","type":"link"}