Data science for civil engineering: a beginner's guide
"This book explains use of data science-based techniques for modeling and providing optimal solutions to complex problems in civil engineering. It discusses civil engineering problems like air, water and land pollution, climate crisis, transportation infrastructures, traffic and travel modes, m...
Gespeichert in:
| Beteiligte Personen: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Boca Raton London
CRC Press, Taylor & Francis Group
2023
|
| Ausgabe: | First edition. |
| Schlagwörter: | |
| Links: | https://learning.oreilly.com/library/view/-/9781000873481/?ar |
| Zusammenfassung: | "This book explains use of data science-based techniques for modeling and providing optimal solutions to complex problems in civil engineering. It discusses civil engineering problems like air, water and land pollution, climate crisis, transportation infrastructures, traffic and travel modes, mobility services, and so forth. Divided into two sections, the first one deals with the basics of data science and essential mathematics while the second section covers pertinent applications in structural and environmental engineering, construction management, and transportation. Features: Details information on essential mathematics required to implement civil engineering applications using data science techniques. Discusses broad background of data science and its fundamentals. Focusses on structural engineering, transportation systems, water resource management, geomatics, and environmental engineering. Includes python programming libraries to solve complex problems. Addresses various real-world applications of data science based civil engineering use cases. This book is aimed at Senior undergraduate students in Civil Engineering and Applied Data Science"-- |
| Beschreibung: | Includes bibliographical references and index. - Description based on print version record and CIP data provided by publisher |
| Umfang: | 1 Online-Ressource |
| ISBN: | 9781000873481 100087348X 9781003316671 1003316670 |
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| discipline | Bauingenieurwesen |
| edition | First edition. |
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| spelling | Dhotre, Prashant Shantaram VerfasserIn aut Data science for civil engineering a beginner's guide Rakesh K. Jain, Prashant Shantaram Dhotre, Deepak Tatyasaheb Mane, Parikshit Narendra Mahalle First edition. Boca Raton London CRC Press, Taylor & Francis Group 2023 ©2023 1 Online-Ressource Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on print version record and CIP data provided by publisher "This book explains use of data science-based techniques for modeling and providing optimal solutions to complex problems in civil engineering. It discusses civil engineering problems like air, water and land pollution, climate crisis, transportation infrastructures, traffic and travel modes, mobility services, and so forth. Divided into two sections, the first one deals with the basics of data science and essential mathematics while the second section covers pertinent applications in structural and environmental engineering, construction management, and transportation. Features: Details information on essential mathematics required to implement civil engineering applications using data science techniques. Discusses broad background of data science and its fundamentals. Focusses on structural engineering, transportation systems, water resource management, geomatics, and environmental engineering. Includes python programming libraries to solve complex problems. Addresses various real-world applications of data science based civil engineering use cases. This book is aimed at Senior undergraduate students in Civil Engineering and Applied Data Science"-- Civil engineering Data processing Civil engineering ; Data processing Mahalle, Parikshit N. VerfasserIn aut Mane, Deepak Tatyasaheb VerfasserIn aut Jain, Rakesh K. VerfasserIn aut 9781032327808 Erscheint auch als Druck-Ausgabe 9781032327808 |
| spellingShingle | Dhotre, Prashant Shantaram Mahalle, Parikshit N. Mane, Deepak Tatyasaheb Jain, Rakesh K. Data science for civil engineering a beginner's guide Civil engineering Data processing Civil engineering ; Data processing |
| title | Data science for civil engineering a beginner's guide |
| title_auth | Data science for civil engineering a beginner's guide |
| title_exact_search | Data science for civil engineering a beginner's guide |
| title_full | Data science for civil engineering a beginner's guide Rakesh K. Jain, Prashant Shantaram Dhotre, Deepak Tatyasaheb Mane, Parikshit Narendra Mahalle |
| title_fullStr | Data science for civil engineering a beginner's guide Rakesh K. Jain, Prashant Shantaram Dhotre, Deepak Tatyasaheb Mane, Parikshit Narendra Mahalle |
| title_full_unstemmed | Data science for civil engineering a beginner's guide Rakesh K. Jain, Prashant Shantaram Dhotre, Deepak Tatyasaheb Mane, Parikshit Narendra Mahalle |
| title_short | Data science for civil engineering |
| title_sort | data science for civil engineering a beginner s guide |
| title_sub | a beginner's guide |
| topic | Civil engineering Data processing Civil engineering ; Data processing |
| topic_facet | Civil engineering Data processing Civil engineering ; Data processing |
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