TY  - BOOK
AU  - Aldridge,Irene
AU  - Avellaneda,Marco
TI  - Big data science in finance
SN  - 9781119602972 (electronic bk.)
AV  - HG4012.5 .A53 2021
PY  - 2021///
CY  - Hoboken, New Jersey
PB  - John Wiley & Sons, Inc.
KW  - Finance
KW  - Decision making
KW  - Data processing
KW  - Big data
KW  - Neural networks (Computer science)
KW  - Mathematical models
N1  - Includes bibliographical references and index; 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
N2  - "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"--
UR  - https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=2726176
ER  -