{"product_id":"machine-learning-for-the-physical-scienc","title":"Machine Learning For The Physical Scienc","description":"\u003cp\u003eMachine learning is an exciting topic with a myriad of applications. However, most textbooks are targeted towards computer science students. This, however, creates a complication for scientists across the physical sciences that also want to understand the main concepts of machine learning and look ahead to applica- tions and advancements in their fields.\u003c\/p\u003e\u003cp\u003eThis textbook bridges this gap, providing an introduction to the mathematical foundations for the main algorithms used in machine learning for those from the physical sciences, without a formal background in computer science. It demon- strates how machine learning can be used to solve problems in physics and engineering, targeting senior undergraduate and graduate students in physics and electrical engineering, alongside advanced researchers.\u003c\/p\u003e\u003cp\u003eAll codes are available on the author''s website: \u003ca href=\"https:\/\/protect-us.mimecast.com\/s\/R8YfC2kg95iK4p3wESnzo8j?domain=ac.nau.edu\" target=\"_blank\"\u003eC•Lab (nau.edu)\u003c\/a\u003e\u003c\/p\u003e\u003cp\u003eThey are also available on GitHub: \u003ca href=\"https:\/\/protect-us.mimecast.com\/s\/GtMUC31j95h7PpKQRHqsKVd?domain=github.com\" target=\"_blank\"\u003ehttps:\/\/github.com\/StxGuy\/MachineLearning\u003c\/a\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eKey Features:\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eIncludes detailed algorithms.\u003c\/li\u003e\n\u003cli\u003eSupplemented by codes in Julia: a high-performing language and one that is easy to read for those in the natural sciences.\u003c\/li\u003e\n\u003cli\u003eAll algorithms are presented with a good mathematical background.\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"MediaPlace","offers":[{"title":"Default Title","offer_id":57305621135742,"sku":"NW9781032395234","price":91.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1379\/1261\/files\/9781032395234.jpg?v=1778517987","url":"https:\/\/mediaplace.com\/en-usa\/products\/machine-learning-for-the-physical-scienc","provider":"MediaPlace","version":"1.0","type":"link"}