Business data science : combining machine learning and economics to optimize, automate, and accelerate business decisions /

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Taddy, Matt (Autor)
Autor Corporativo: McGraw-Hill Higher Education (Firm)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York : McGraw-Hill Education, [2019]
Colección:McGraw-Hill's AccessEngineering.
Temas:
Decision making > Econometric models.
Machine learning.
Prise de décision > Modèles économétriques.
Apprentissage automatique.
information technology.
BUSINESS & ECONOMICS > General.
Data Science
Entscheidungsfindung
Maschinelles Lernen
Unternehmen
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • Cover
  • Title Page
  • Copyright Page
  • Dedication
  • Contents
  • Preface
  • Introduction
  • 1 Uncertainty
  • 2 Regression
  • 3 Regularization
  • 4 Classification
  • 5 Experiments
  • 6 Controls
  • 7 Factorization
  • 8 Text as Data
  • 9 Nonparametrics
  • 10 Artificial Intelligence
  • Bibliography
  • Index

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