{"product_id":"big-data-science-in-finance-hardback-9781119602989","title":"Big Data Science in Finance (Hardback) 9781119602989","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eBig Data Science in Finance\u003c\/font\u003e\u003cbr\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003c\/p\u003e\n\u003cp\u003e\u003cfont size=\"4\"\u003eIrene Aldridge (Author), Marco Avellaneda (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781119602989, Wiley\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 8 April 2021\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e336 pages\u003cbr\u003e25.9 x 18.5 x 2.5 cm, 0.862 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\u003cb\u003eExplains the mathematics, theory, and methods of Big Data as applied to finance and investing\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003eData science has fundamentally changed Wall Street—applied mathematics and software code are increasingly driving finance and investment-decision tools. \u003ci\u003eBig Data Science in Finance\u003c\/i\u003e examines the mathematics, theory, and practical use of the revolutionary techniques that are transforming the industry. Designed for mathematically-advanced students and discerning financial practitioners alike, this energizing book presents new, cutting-edge content based on world-class research taught in the leading Financial Mathematics and Engineering programs in the world. Marco Avellaneda, a leader in quantitative finance, and quantitative methodology author Irene Aldridge help readers harness the power of Big Data.\u003c\/p\u003e \u003cp\u003eComprehensive in scope, this book offers in-depth instruction on how to separate signal from noise, how to deal with missing data values, and how to utilize Big Data techniques in decision-making. Key topics include data clustering, data storage optimization, Big Data dynamics, Monte Carlo methods and their applications in Big Data analysis, and more. This valuable book:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eProvides a complete account of Big Data that includes proofs, step-by-step applications, and code samples\u003c\/li\u003e \u003cli\u003eExplains the difference between Principal Component Analysis (PCA) and Singular Value Decomposition (SVD)\u003c\/li\u003e \u003cli\u003eCovers vital topics in the field in a clear, straightforward manner\u003c\/li\u003e \u003cli\u003eCompares, contrasts, and discusses Big Data and Small Data\u003c\/li\u003e \u003cli\u003eIncludes Cornell University-tested educational materials such as lesson plans, end-of-chapter questions, and downloadable lecture slides\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eBig Data Science in Finance: Mathematics and Applications \u003c\/i\u003eis an important, up-to-date resource for students in economics, econometrics, finance, applied mathematics, industrial engineering, and business courses, and for investment managers, quantitative traders, risk and portfolio managers, and other financial practitioners.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003eForeword\u003c\/p\u003e \u003cp\u003eWhy Big Data?\u003c\/p\u003e \u003cp\u003eNeural Networks in Finance\u003c\/p\u003e \u003cp\u003eSupervised Models\u003c\/p\u003e \u003cp\u003eSemi-supervised Learning\u003c\/p\u003e \u003cp\u003eLetting the Data Speak with Unsupervised Learning\u003c\/p\u003e \u003cp\u003eBig Data Factor Models\u003c\/p\u003e \u003cp\u003eData as a Signal versus Noise\u003c\/p\u003e \u003cp\u003eApplications: Big Data in Options Pricing and Stochastic Modeling\u003c\/p\u003e \u003cp\u003eData Clustering\u003c\/p\u003e \u003cp\u003eConclusions\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Finance \u0026amp; accounting [\u003ca title=\"See our other books on Finance \u0026amp; accounting\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Finance%20\u0026amp;%20accounting%20%5BKF%5D%22\"\u003eKF\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Wiley","offers":[{"title":"Brand New","offer_id":52475075166488,"sku":"9781119602989","price":60.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781119602989_180868.jpg?v=1785804221","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/big-data-science-in-finance-hardback-9781119602989","provider":"Freshly Printed Books","version":"1.0","type":"link"}