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Big data science in finance /

"Data Science has overtaken the way the finance and investment is done on Wall Street. All tools and techniques driving decision-making are being revamp with the help of applied mathematics and code"--

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Aldridge, Irene, 1975- (Autor), Avellaneda, Marco, 1955- (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, New Jersey : John Wiley & Sons, Inc., [2021]
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)

MARC

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049 |a UAMI 
100 1 |a Aldridge, Irene,  |d 1975-  |e author. 
245 1 0 |a Big data science in finance /  |c by Irene Aldridge, Marco Avellaneda. 
264 1 |a Hoboken, New Jersey :  |b John Wiley & Sons, Inc.,  |c [2021] 
300 |a 1 online resource (viii, 328 pages) :  |b color illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
504 |a Includes bibliographical references and index. 
505 0 |a Why big data? -- Neural networks in finance -- Supervised learning -- Modeling human behavior with semi-supervised learning -- Letting the data speak with unsupervised learning -- Big data factor models -- Data as a signal versus noise -- Applications : unsupervised learning in option pricing and stochastic modeling -- Data clustering. 
520 |a "Data Science has overtaken the way the finance and investment is done on Wall Street. All tools and techniques driving decision-making are being revamp with the help of applied mathematics and code"--  |c Provided by publisher 
588 0 |a Online resource; title from resource home page (ProQuest Ebook Central), viewed February 22, 2021. 
590 |a O'Reilly  |b O'Reilly Online Learning: Academic/Public Library Edition 
650 0 |a Finance  |x Decision making  |x Data processing. 
650 0 |a Big data. 
650 0 |a Neural networks (Computer science) 
650 0 |a Finance  |x Mathematical models. 
650 6 |a Finances  |x Prise de décision  |x Informatique. 
650 6 |a Données volumineuses. 
650 6 |a Réseaux neuronaux (Informatique) 
650 6 |a Finances  |x Modèles mathématiques. 
650 7 |a Big data  |2 fast  |0 (OCoLC)fst01892965 
650 7 |a Finance  |x Decision making  |x Data processing  |2 fast  |0 (OCoLC)fst00924373 
650 7 |a Finance  |x Mathematical models  |2 fast  |0 (OCoLC)fst00924398 
650 7 |a Neural networks (Computer science)  |2 fast  |0 (OCoLC)fst01036260 
700 1 |a Avellaneda, Marco,  |d 1955-  |e author. 
776 0 8 |i Print version:  |a Aldridge, Irene, 1975-  |t Big data science in finance.  |d Hoboken, New Jersey : Wiley, [2021]  |z 9781119602989  |w (DLC) 2020032932 
856 4 0 |u https://learning.oreilly.com/library/view/~/9781119602989/?ar  |z Texto completo (Requiere registro previo con correo institucional) 
938 |a EBSCOhost  |b EBSC  |n 2726176 
994 |a 92  |b IZTAP