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Business Data Science : Combining Machine Learning and Economics to Optimize, Automate, and Accelerate Business Decisions /

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Bibliographic Details
Main Author: Taddy, Matt (Author)
Corporate Author: McGraw-Hill Companies
Format: eBook
Language:English
Language Notes:In English.
Published: New York, N.Y. : McGraw Hill LLC, [2019]
Edition:First edition.
Series:McGraw-Hill's AccessEngineeringLibrary.
Subjects:
Decision making > Econometric models.
Machine learning.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • 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.