Aldridge, Irene,  1975- <br/><br/>
Big data science in finance / 
by Irene Aldridge, Marco Avellaneda. 
 - 1 online resource (viii, 328 pages) :  color illustrations 
<br/><br/>Includes bibliographical references and index. 
<br/><br/>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. 
<br/><br/> "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"-- 
<br/><br/><label>ISBN: </label>9781119602972 1119602971 9781119602996 1119602998 
<br/><br/><label>LCCN: </label>2020032933 
<br/><br/><label>Subjects--Topical Terms: </label><br/>Finance--Decision making--Data processing.<br/>Big data.<br/>Neural networks (Computer science)<br/>Finance--Mathematical models.<br/>Finances--Prise de d�ecision--Informatique.<br/>Donn�ees volumineuses.<br/>R�eseaux neuronaux (Informatique)<br/>Finances--Mod�eles math�ematiques.<br/>Electronic books.<br/>Big data<br/>Finance--Decision making--Data processing<br/>Finance--Mathematical models<br/>Neural networks (Computer science)
<br/><br/><label>LC Class. No.: </label>HG4012.5 
<br/><br/><label>Dewey Class. No.: </label>332.0285/57