{"product_id":"machine-learning-in-geomechanics-1-ioannis-stefanou-9781789451924","title":"Machine Learning in Geomechanics 1: Overview of Machine Learning, Unervised Learning, Regression, Classification and Artificial Neural Networks","description":"\u003cp\u003eMachine learning has led to incredible achievements in many different fields of science and technology. These varied methods of machine learning all offer powerful new tools to scientists and engineers and open new paths in geomechanics.\u003c\/p\u003e \u003cp\u003eThe two volumes of \u003ci\u003eMachine Learning in Geomechanics\u003c\/i\u003e aim to demystify machine learning. They present the main methods and provide examples of its applications in mechanics and geomechanics. Most of the chapters provide a pedagogical introduction to the most important methods of machine learning and uncover the fundamental notions underlying them.\u003c\/p\u003e \u003cp\u003eBuilding from the simplest to the most sophisticated methods of machine learning, the books give several hands-on examples of coding to assist readers in understanding both the methods and their potential and identifying possible pitfalls.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ioannis Stefanou\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1789451922\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781789451924\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley-Iste\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/05\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 272\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.19lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.63d","brand":"Ioannis Stefanou","offers":[{"title":"Hardcover","offer_id":47087690252543,"sku":"9781789451924","price":165.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_1cc38103-2f36-4e4c-91d2-8d906d2a5324.jpg?v=1753850519","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-in-geomechanics-1-ioannis-stefanou-9781789451924","provider":"WR Book House","version":"1.0","type":"link"}