Big data science in finance / by Irene Aldridge, Marco Avellaneda.

By:

Aldridge, Irene, 1975- [author.]

Contributor(s):

Avellaneda, Marco, 1955- [author.]

Material type: Text

TextPublisher: Hoboken, New Jersey : Wiley, [2021]Description: 1 online resourceContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9781119602972
9781119602996

Subject(s):

Additional physical formats: Print version:: Big data science in financeDDC classification:

332.0285/57 23

LOC classification:

HG4012.5

Contents:

Why big data? -- Neural networks in finance -- Supervised models -- Semi-supervised learning -- Letting the data speak with unsupervised learning -- Big data factor models -- Data as a signal versus noise -- Applications : big data in options pricing and stochastic modeling -- Data clustering.

Summary: "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"-- Provided by publisher.

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Holdings
Item type	Current library	Collection	Call number	Copy number	Status	Date due	Barcode	Course reserves
Books	Library Collection 2 General Stacks	Fiction	635 DATA-0474638765 (Browse shelf(Opens below))	c1	In transit from Library Collection 2 to Library Collection 3 since 09/20/2023		7743231	Laser Technology Day Semester-I

Includes bibliographical references and index.

"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"-- Provided by publisher.

Description based on print version record and CIP data provided by publisher; resource not viewed.

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