{"product_id":"9781119602989","title":"Big Data Science in Finance","description":"\u003ch1\u003eBig Data Science in Finance\u003c\/h1\u003e\u003ch3\u003eIrene Aldridge | Marco Avellaneda\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eComputers \/ Computer Science\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\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\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eIRENE ALDRIDGE\u003c\/b\u003e is President and Managing Director, Research of AbleMarkets, a company that provides Big Data services to capital markets. She is also a visiting professor at Cornell University. \u003c\/p\u003e\n\u003cp\u003eMore information at \u003cb\u003eirenealdridge.com\u003c\/b\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eMARCO AVELLANEDA, P\u003csmall\u003eH\u003c\/small\u003eD,\u003c\/b\u003e is associated with Finance Concepts, a consulting firm he founded in 2003 and is a faculty member at New York University-Courant. He is regularly published in scientific journals like \u003ci\u003eQuantitative Finance, Risk Magazine,\u003c\/i\u003e and the \u003ci\u003eInternational Journal of Theoretical and Applied Finance.\u003c\/i\u003e \u003c\/p\u003e\n\u003cp\u003eMore information at \u003cb\u003emarco-avellaneda.com\u003c\/b\u003e \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e27 January 2021\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781119602989\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e336\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e30.4\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44315748466828,"sku":"9781119602989","price":112.5,"currency_code":"USD","in_stock":true}],"url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781119602989","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}