{"product_id":"machine-learning-for-the-physical-sciences-fundamentals-and-prototyping-with-julia","title":"Machine Learning for the Physical Sciences","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\u003eThey are also available on GitHub: https:\/\/github.com\/StxGuy\/MachineLearning\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":"Taylor \u0026 Francis Ltd","offers":[{"title":"Default Title","offer_id":47588291739992,"sku":"9781032392295","price":235.6,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781032392295.jpg?v=1768350634","url":"https:\/\/agendabookshop.com\/products\/machine-learning-for-the-physical-sciences-fundamentals-and-prototyping-with-julia","provider":"Agenda Bookshop","version":"1.0","type":"link"}