Big data science in finance /

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"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"--

Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Aldridge, Irene, 1975- (Auteur), Avellaneda, Marco, 1955- (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: Hoboken, New Jersey : John Wiley & Sons, Inc., [2021]
Sujets:
Finance > Decision making > Data processing.
Big data.
Neural networks (Computer science)
Finance > Mathematical models.
Finances > Prise de décision > Informatique.
Données volumineuses.
Réseaux neuronaux (Informatique)
Finances > Modèles mathématiques.
Big data
Finance > Decision making > Data processing
Finance > Mathematical models
Accès en ligne:Texto completo (Requiere registro previo con correo institucional)
Table des matières:
  • 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.

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