{"product_id":"mathematical-methods-in-data-science-paperback-9780443186790","title":"Mathematical Methods in Data Science (Paperback \/ softback) 9780443186790","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eMathematical Methods in Data Science\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eIntroduces a new approach to integrate big data into the framework of ordinary and partial differential equations for data analysis and prediction\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eJingli Ren (Author), Haiyan Wang (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780443186790, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback \/ softback, published 11 January 2023\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e258 pages\u003cbr\u003e22.9 x 15.2 x 1.7 cm, 0.41 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eMathematical Methods in Data Science\u003c\/i\u003e covers a broad range of mathematical tools used in data science, including calculus, linear algebra, optimization, network analysis, probability and differential equations. Based on the authors’ recently published and previously unpublished results, this book introduces a new approach based on network analysis to integrate big data into the framework of ordinary and partial differential equations for data analysis and prediction. With data science being used in virtually every aspect of our society, the book includes examples and problems arising in data science and the clear explanation of advanced mathematical concepts, especially data-driven differential equations, making it accessible to researchers and graduate students in mathematics and data science.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e1. Linear Algebra 2. Probability 3. Calculus and Optimization 4. Network Analysis 5. Ordinary Differential Equations 6. Partial Differential Equations\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Information technology: general issues [\u003ca title=\"See our other books on Information technology: general issues\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Information%20technology:%20general%20issues%20%5BUB%5D%22\"\u003eUB\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Elsevier","offers":[{"title":"Default Title","offer_id":46651412447512,"sku":"9780443186790","price":132.99,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780443186790.jpg?v=1694979850","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/mathematical-methods-in-data-science-paperback-9780443186790","provider":"Freshly Printed Books","version":"1.0","type":"link"}