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An introduction to IoT analytics /

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Bibliographic Details
Main Author: Perros, Harry G. (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press, 2021.
Edition:First edition.
Series:Chapman & Hall/CRC data science series.
Subjects:
Internet of things.
System analysis.
System analysis > Statistical methods.
Operations research.
BUSINESS & ECONOMICS > Statistics.
COMPUTERS > Computer Graphics > Game Programming & Design.
COMPUTERS > Computer Science.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Review of probability theory
  • Simulation techniques
  • Hypothesis testing
  • Multivariable linear regression
  • Time series forecasting
  • Dimensionality reduction
  • Clustering techniques
  • Classification techniques
  • Artificial neural networks
  • Support vector machines
  • Hidden Markov models.