Książka Data Science for Transport Charles Fox

Data Science for Transport

A Self-Study Guide with Computer Exercises

Autor: Charles Fox
Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-18 dni
224.34
This book offers a unique introduction to the application of data science for transport professional...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2018
strony
185
EAN
9783319729527
ISBN
3319729527
Enbook ID
18644470
Waga
572
Wymiary
263 x 185 x 18

Pełny opis

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 first textbook in this new area. As transportation planning has become increasingly data-driven, all graduate students and transport professionals urgently need to update their skills to include databases, machine learning, Bayesian statistics, geographic information system (GIS), and big data tools. Similarly, transport professionals including national and local government planners, transport consultants, and car company engineers are called upon to integrate these disparate areas with a specific focus on transportation issues, such as maps. The textbook also features a downloadable software package with all of the open source tools and libraries used in code examples throughout the book, including Python, Spyder, PostGIS, PyMC and GPy installations. As such, it offers a unique resource for graduate/advanced undergraduate students and instructors in transportation studies, urban and regional planning, engineering and geography, as well as transportation professionals.

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