Data Science for Civil Engineering: A Beginner's Guide by Rakesh K Jain: New

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Book Title
Data Science for Civil Engineering: A Beginner's Guide
Publication Date
2023-05-10
Pages
236
ISBN
9781032327808
類別

關於產品

Product Identifiers

Publisher
CRC Press LLC
ISBN-10
1032327804
ISBN-13
9781032327808
eBay Product ID (ePID)
16059109058

Product Key Features

Number of Pages
236 Pages
Publication Name
Data Science for Civil Engineering : a Beginners Guide
Language
English
Subject
Engineering (General), Machine Theory, Civil / General, Arithmetic
Publication Year
2023
Type
Textbook
Subject Area
Mathematics, Computers, Technology & Engineering
Author
Deepak Tatyasaheb Mane, Rakesh K. Jain, Parikshit Narendra Mahalle, Prashant Shantaram Dhotre
Format
Hardcover

Dimensions

Item Weight
21.8 Oz
Item Length
9.2 in
Item Width
6.1 in

Additional Product Features

Intended Audience
College Audience
LCCN
2022-053994
Dewey Edition
23/eng/20230111
Illustrated
Yes
Dewey Decimal
624.0285
Table Of Content
1. Introduction. 2. Mathematical Foundation for Data Science. 3. Environmental Data Analysis and Modelling. 4. Structural Engineering: Trends, Applications and Advances. 5. Data Science Application in Intelligent Transportation Systems. 6. Data-Driven Modelling in Water Resource Engineering. 7. Data Analysis Methods in Geomatics.
Synopsis
This book explains use of data science-based techniques for modelling and providing optimal solutions to complex problems in civil engineering. It deals with the basics of data science and essential mathematics and covers pertinent applications in structural and environmental engineering, construction management, and transportation., Details information on essential mathematics required to implement civil engineering applications using data science techniques Discusses the 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 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 aims at senior undergraduate students in Civil Engineering and Applied Data Science.
LC Classification Number
TA345.D44 2023

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