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Könyv Transportation Big Data Ziyuan Gu

Transportation Big Data

Szerző: Ziyuan Gu
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Elsevier Health Sciences
Elérhetőség: Beszállítói készleten
Küldés 9-15 napon belül
49 378 Ft
Transportation Big Data: Theory and Methods is centered on the big data theory and methods. Big data...

Információk a könyvről

Szerző
Ziyuan Gu
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2025
oldal
275
EAN
9780443338915
ISBN
0443338914
Enbook ID
46053594
Kiadó
Elsevier Health Sciences
Súly
716

Teljes leírás

Transportation Big Data: Theory and Methods is centered on the big data theory and methods. Big data is now a key topic in transportation, simply because the volume of data has increased exponentially due to the growth in the amount of traffic (all modes) and detectors. This book provides a structured analysis of the commonly used methods for handling transportation big data; it is supported by a wealth of transportation engineering examples, together with codes. It offers a concise, yet comprehensive, description of the key techniques and important tools in transportation big data analysis.

  • Covers big data applications in transportation engineering in real-world scenarios
  • Shows how to select different machine learning algorithms for processing, analyzing, and modeling transportation data
  • Provides an overview of the fundamental concepts of machine learning and how classical algorithms can be applied to transportation-related problems
  • Provides an overview of Python’s basic syntax and commonly used modules, enabling practical data analysis and modeling tasks using Python

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