Data Science for Civil Engineering: A Beginner's Guide
暫譯: 土木工程數據科學：初學者指南

本書解釋了基於數據科學的技術在土木工程中建模和提供複雜問題最佳解決方案的應用。內容涵蓋數據科學的基本概念和必要的數學知識，並探討在結構工程、環境工程、建設管理和交通運輸等相關應用。

Dr. Rakesh K. Jain obtained his Ph.D in Civil Engineering specialization in Wireless Communication from Rajiv Gandhi Technical University, Bhopal (MP), India . Currently, he is working as Director of JSPM's Rajarshi Shahu College of Engineering, Tathawade, Pune. He has more than 35 years of teaching, industry and research experience. He worked as a Principal of Dr. D.Y. Patil Institute of Technology, Pune, India for almost 10 years. Prior to this designation, he had worked as Lecturer, Assistant Professor, and Head of Civil Engineering at D. Y. Patil College of Engineering, Pune, India. Apart from being an academician, he worked in an Industry as a Site Engineer with Matrix Engineers, Pune, India.
He has been working as an Expert Member of Civil Engineering Program in the Expert Committee for accreditation by NBA, New Delhi since last 5 years. He has published more than 75 research publications and 5 authored books to his credit by CRC Press. He has 5 patents to his credit. He is a recognized Ph. D guide of SSPU, Pune and 6 students have successfully defended their Ph.D.

Dr. Prashant Shantaram Dhotre has completed his doctorate degree in Computer Science and Engineering from Aalborg University, Denmark in 2017. Currently, he is working as Professor in the Department of Information Technology at MIT Art, Design and Technology (MIT ADT) University, Pune, India. He has more than 18 years of teaching and research experience. He has 40 publications in International Journals and Conferences. He has authored 8 books like "Internet of Things Integrated Augmented Reality" (Springer Nature Press), "Context-aware Pervasive Systems and Application" (Springer Nature Press), "Theory of Computations", "Data Structures", and "Machine Learning'' (Technical Publication). A special book chapter was published in a book titled "Cyber Security and Privacy: Bridging the Gap'', from River Publication in Europe. His two chapters have been published in a book titled "Handbook on ICT in Developing Countries: Next Generation ICT Technologies'' from River Publication in Europe. His research interests include Algorithms, Privacy, Internet of Things and Turing Machine. He has visited a few countries like Denmark, France, Sweden, Germany, Norway, China, and UAE.

Dr. Deepak Tatyasaheb Mane has completed his doctorate degree in Computer Science and Engineering from Swami Ramanand Marathwada University in 2019. He has more than 15.8 years of teaching and research experience. He has published 20 research papers in reputed international journals and has authored four Techmax publication books like "Principles of Programming Languages, "Fundamental of Programming Languages", "Programming Paradigms", and "Machine. His main research interest focuses on Machine Learning, Pattern classification, Supervised Clustering and Neural Network.

Dr. Parikshit Narendra Mahalle is a senior member IEEE and is Professor and Head of Department of Artificial Intelligence and Data Science at Vishwakarma Institute of Information Technology, Pune, India. He completed his Ph. D from Aalborg University, Denmark and continued as Post Doc Researcher at CMI, Copenhagen, Denmark. He has 22 + years of teaching and research experience. He has 9 patents, 200+ research publications (Google Scholar citations-2150 plus, H index-22 and Scopus Citations are 1100 plus with H index -15) and authored/edited 40+ books with CRC Press and other publishers. He is editor in chief for IGI Global -International Journal of Rough Sets and Data Analysis, Associate Editor for IGI Global - International Journal of Synthetic Emotions, Inter-science International Journal of Grid and Utility Computing, member-Editorial Review Board for IGI Global - International Journal of Ambient Computing and Intelligence. His research interests are Machine Learning, Data Science, Algorithms, Internet of Things, Identity Management and Security.

Dr. Rakesh K. Jain 獲得了印度博帕爾的拉吉夫甘地技術大學（Rajiv Gandhi Technical University, Bhopal）土木工程專業的無線通信博士學位。目前，他擔任普納的 JSPM 拉賈爾希·沙胡工程學院（Rajarshi Shahu College of Engineering, Tathawade, Pune）院長。他擁有超過 35 年的教學、產業和研究經驗。他曾在印度普納的 D.Y. Patil 工程學院擔任校長近 10 年。在此之前，他曾擔任講師、副教授及土木工程系主任。除了學術工作外，他還曾在印度普納的 Matrix Engineers 擔任現場工程師。

他在過去 5 年中一直擔任新德里 NBA 認證專家委員會的土木工程項目專家成員。他已發表超過 75 篇研究論文，並由 CRC Press 出版了 5 本著作。他擁有 5 項專利。他是 SSPU（普納的薩瓦特馬·普納大學）認可的博士生導師，已有 6 名學生成功完成博士學位答辯。

Dr. Prashant Shantaram Dhotre 於 2017 年在丹麥奧爾堡大學（Aalborg University）獲得計算機科學與工程博士學位。目前，他在印度普納的 MIT 藝術、設計與技術大學（MIT Art, Design and Technology University）擔任資訊技術系教授。他擁有超過 18 年的教學和研究經驗。他在國際期刊和會議上發表了 40 篇論文。他著有 8 本書籍，如《物聯網整合擴增實境》（Internet of Things Integrated Augmented Reality，Springer Nature Press）、《情境感知的普遍系統與應用》（Context-aware Pervasive Systems and Application，Springer Nature Press）、《計算理論》（Theory of Computations）、《資料結構》（Data Structures）和《機器學習》（Machine Learning，Technical Publication）。他在一本名為《網絡安全與隱私：彌合差距》（Cyber Security and Privacy: Bridging the Gap）的書中發表了一個特別的章節，該書由歐洲的 River Publication 出版。他的兩個章節也發表在一本名為《發展中國家的 ICT 手冊：下一代 ICT 技術》（Handbook on ICT in Developing Countries: Next Generation ICT Technologies）的書中，該書同樣由 River Publication 出版。他的研究興趣包括算法、隱私、物聯網和圖靈機。他曾訪問過丹麥、法國、瑞典、德國、挪威、中國和阿聯酋等國家。

Dr. Deepak Tatyasaheb Mane 於 2019 年在斯瓦米·拉曼南德·馬拉地瓦達大學（Swami Ramanand Marathwada University）獲得計算機科學與工程博士學位。他擁有超過 15.8 年的教學和研究經驗。他在知名國際期刊上發表了 20 篇研究論文，並著有四本 Techmax 出版的書籍，如《程式語言原理》（Principles of Programming Languages）、《程式語言基礎》（Fundamental of Programming Languages）、《程式設計範式》（Programming Paradigms）和《機器學習》（Machine）。他的主要研究興趣集中在機器學習、模式分類、監督式聚類和神經網絡。

Dr. Parikshit Narendra Mahalle 是 IEEE 的資深會員，並擔任印度普納的維什瓦卡爾瑪資訊技術學院（Vishwakarma Institute of Information Technology）人工智慧與數據科學系的教授及系主任。他在丹麥奧爾堡大學獲得博士學位，並在哥本哈根的 CMI 擔任博士後研究員。他擁有超過 22 年的教學和研究經驗。他擁有 9 項專利，發表了 200 多篇研究論文（Google Scholar 引用超過 2150 次，H 指數 22，Scopus 引用超過 1100 次，H 指數 15），並與 CRC Press 及其他出版商共同編著了 40 多本書籍。他是 IGI Global 的《粗集與數據分析國際期刊》（International Journal of Rough Sets and Data Analysis）主編，IGI Global 的《合成情感國際期刊》（International Journal of Synthetic Emotions）副編輯，Inter-science 的《網格與公用計算國際期刊》（International Journal of Grid and Utility Computing）副編輯，並擔任 IGI Global 的《環境計算與智能國際期刊》（International Journal of Ambient Computing and Intelligence）編輯審查委員會成員。他的研究興趣包括機器學習、數據科學、算法、物聯網、身份管理和安全。