Data Science for Transport A Self-Study Guide with Computer Exercises /

This book offers a unique introduction to the application of data science for transport professionals and students of transport studies. Based on a course taught by the Leeds Institute for Transport Studies, the world's leading center for training transport professionals, it represents the firs...

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Hlavní autor: Fox, Charles (Autor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer International Publishing, 2018.
Vydání:1st ed. 2018.
Edice:Springer Textbooks in Earth Sciences, Geography and Environment,
Témata:
Regional planning.
Urban planning.
Transportation engineering.
Traffic engineering.
Statistics .
Computers.
Regional economics.
Spatial economics.
ISBN:9783319729534
ISSN:2510-1307
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Obsah:
  • Preface/ Foreword (professional public transport analyst
  • Introduction
  • What is Data Science?
  • Introduction to Python programming
  • Database Design
  • Data Munging
  • Spatial Data
  • Bayesian Interference
  • Discriminative Classification
  • Spatial Analysis
  • Data Visualisation
  • Database Scaling
  • Professional Issues
  • Appendix
  • Index.

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