Machine Learning in Transportation: Applications with Examples and Codes (De Gruyter Textbook) - Softcover

Dayyala, Niharika; Kottayi, Nivedya Madankara; Mallick, Rajib Basu

 
9783110788662: Machine Learning in Transportation: Applications with Examples and Codes (De Gruyter Textbook)
Softcover
ISBN 10: 3110788667 ISBN 13: 9783110788662
Publisher: De Gruyter, 2024

Synopsis

The book introduces the reader to machine learning in transportation. It discusses both simple and advanced concepts including core statistics, data wrangling, data visualization, supervised and unsupervised datamining techniques as well as text mining. The book prepares students to manage data, visualize data and apply appropriate machine learning techniques on transportation datasets to derive important insights.

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About the Author

Niharika Dayyala, Illinois State Uni., Nivedya M. Kottayi, San Diego Association of Governments, Rajib B. Mallick, Uni. of Texas, USA.

"About this title" may belong to another edition of this title.

Publisher
De Gruyter
Publication date
2024
Language
English
ISBN 10 
3110788667
ISBN 13 
9783110788662
Binding
Perfect Paperback
Number of pages
170