Data Economy in the Digital Age
暫譯: 數位時代的數據經濟

本書是一本全面的指南，探討數據經濟的概念及其在當今世界的影響。書中討論了生態系統的原則和組成部分、數據貨幣化所帶來的挑戰與機會，以及與數據隱私相關的潛在風險。書中包含了實際案例和案例研究，以便更好地理解這些概念。本書適合數據科學、經濟學、商業和技術領域的個人，以及學生、學者和政策制定者。對於任何對數據經濟感興趣的人來說，這都是一本極佳的讀物。

Dr. Samiksha Shukla is currently employed as an associate professor at the Department of Computer Science and Engineering, Christ (Deemed to be) University, Bangalore. Her research interests include Computation Security, Artificial Intelligence, Machine Learning, Data Science, and Big Data. She is a certified AWS educator. She has presented and published several research papers in reputed journals and conferences. She has co-edited data science and security books (Springer, 2020, 2021 & 2022) and also co-authored Springer Brief on Data Ethics and Challenges. She has 18 years of academic and research experience. She is a reviewer for the Inderscience Journal, Springer Nature's International Journal of Systems Assurance Engineering and Management (IJSA), and IEEE and ACM conferences.

Dr. Shukla is an experienced and focused teacher committed to promoting students' education and well-being. She is passionate about innovation and good practices in teaching. She has constantly engaged in continuous learning to broaden her knowledge and experience. Her core expertise lies in Computational Security, Artificial Intelligence, and Healthcare-related projects. She is skilled at adopting a pragmatic approach to improvising solutions and resolving complex research problems. Dr. Shukla possesses an integrated set of competencies encompassing Teaching, Mentoring, Strategic Management, and Establishing a Centre of Excellence via industry tie-ups. She has a track record of driving unprecedented research and development projects with international collaboration and has been instrumental in organizing various national and international events.

Ms. Kritica Bisht is an aspiring analyst and economics enthusiast interested in integrating data and economics. She completed her B.Sc. in Economics and Analytics from Christ University, where she has consistently been a high scorer. Ms. Kritica has gained diverse experience across various fields, including business development and academic research. She has participated in research projects focusing on privacy-preserving machine learning and analyzing the interrelation of the economy worldwide. She is working with a South Korean company to strategize their market entry points in India.

Ms. Kritica has been an active member of various bodies within her university, including the University Content Team, where she was the coordinator and the editor-in-chief for the department's first newsletter. Kritica finds solace in books in her free time and constantly seeks opportunities to learn and grow. With her passion for economics and data, she is eager to contribute to the field and make a positive impact.

Mr. Kapil Tiwari, Currently pursuing his Ph.D. from CHRIST University, India, while being a software development manager at Amazon, Mr. Tiwari has 19 years of experience in software projects. His roles in OpenText, EMC, Sun Microsystems, SS&C, and Siemens Information Systems Ltd. have given him exposure to managing, designing, and developing cloud and on-premise software systems. Mr. Tiwari is an alum of C-DAC ACTS Bangalore and Devi Ahilya University, where he pursued his M.Sc. in Information Technology. His research interest lies in the domains of Data Privacy and Security, wherein he has contributed with his research papers and books. He is pursuing his Ph.D. in Privacy Preserving Machine Learning (PPML), where he is contributing through the creation of ML architectures to ensure privacy for various contributors in the field. Mr. Kapil also has rich exposure to Finance Technologies, Content Management, and the Medical domain.

Dr. Shahid Bashir is working as an assistant professor of Economics in the Department of Data Science at Christ University. He received his Doctorate in Economics in 2021 from the Department of Economics, Central University of Kashmir. Dr. Shahid received the University Gold Medal from the Central University of Kashmir and the Maulana Azad National Doctoral Fellowship from the University Grants Commission, New Delhi. He has qualified for UGC-NET in economics four times consecutively. His research specialization lies in the area of Macroeconomics. Dr. Shahid has also published macroeconomics, health economics, and growth economics research papers. In addition, he has presented his research work at many national and international conferences and has attended many faculty development programs/workshops. He teaches theoretical and applied econometrics, financial econometrics, and research methodology at Christ University. He also specializes in teaching Public Economics, Microeconomics, and Quantitative Techniques in Economics. He is a life member of the World Economics Association, UK, and the Indian Economics and Allied Sciences Association (IEASA).

Dr. Samiksha Shukla 目前擔任班加羅爾基督（被認定為）大學計算機科學與工程系的副教授。她的研究興趣包括計算安全、人工智慧、機器學習、數據科學和大數據。她是認證的 AWS 教育者，並在多個知名期刊和會議上發表和出版了多篇研究論文。她共同編輯了數據科學和安全相關的書籍（Springer，2020、2021 和 2022 年），並共同撰寫了有關數據倫理和挑戰的 Springer Brief。她擁有 18 年的學術和研究經驗。她是 Inderscience Journal、Springer Nature 的《國際系統保證工程與管理期刊》（IJSA）以及 IEEE 和 ACM 會議的審稿人。

Dr. Shukla 是一位經驗豐富且專注的教師，致力於促進學生的教育和福祉。她對創新和良好的教學實踐充滿熱情，並不斷參與持續學習，以擴展她的知識和經驗。她的核心專長在於計算安全、人工智慧和與醫療保健相關的項目。她擅長採用務實的方法來改善解決方案和解決複雜的研究問題。Dr. Shukla 擁有一套綜合的能力，包括教學、指導、戰略管理以及通過產業合作建立卓越中心的能力。她在推動國際合作的前所未有的研究和開發項目方面有著良好的記錄，並在組織各種國內和國際活動中發揮了重要作用。

Ms. Kritica Bisht 是一位有抱負的分析師和經濟學愛好者，對數據和經濟學的整合感興趣。她在基督大學完成了經濟學和分析的學士學位，並且成績優異。Ms. Kritica 在商業發展和學術研究等多個領域獲得了多樣的經驗。她參與了專注於隱私保護機器學習和分析全球經濟相互關係的研究項目。她目前正在與一家南韓公司合作，為其在印度的市場進入策略提供建議。

Ms. Kritica 是她所在大學多個組織的活躍成員，包括大學內容團隊，擔任協調員和系上第一份通訊的主編。Kritica 在空閒時間喜歡閱讀書籍，並不斷尋找學習和成長的機會。憑藉對經濟學和數據的熱情，她渴望為該領域做出貢獻並產生積極影響。

Mr. Kapil Tiwari 目前在印度基督大學攻讀博士學位，同時擔任亞馬遜的軟體開發經理，擁有 19 年的軟體項目經驗。他在 OpenText、EMC、Sun Microsystems、SS&C 和西門子資訊系統有限公司的角色使他接觸到雲端和本地軟體系統的管理、設計和開發。Mr. Tiwari 是 C-DAC ACTS 班加羅爾和德維阿希利亞大學的校友，並在該校獲得資訊技術碩士學位。他的研究興趣集中在數據隱私和安全領域，並在這方面發表了多篇研究論文和書籍。他正在進行隱私保護機器學習（PPML）的博士研究，通過創建機器學習架構來確保該領域各貢獻者的隱私。Mr. Kapil 也在金融科技、內容管理和醫療領域擁有豐富的經驗。

Dr. Shahid Bashir 目前在基督大學數據科學系擔任經濟學助理教授。他於 2021 年在喀什米爾中央大學經濟學系獲得經濟學博士學位。Dr. Shahid 獲得了喀什米爾中央大學的金獎和新德里大學資助委員會的 Maulana Azad 國家博士獎學金。他連續四次通過了 UGC-NET 的經濟學考試。他的研究專長在於宏觀經濟學。Dr. Shahid 也發表了有關宏觀經濟學、健康經濟學和增長經濟學的研究論文。此外，他在許多國內和國際會議上展示了他的研究工作，並參加了多個教師發展計劃/研討會。他在基督大學教授理論和應用計量經濟學、金融計量經濟學和研究方法論。他還專注於教授公共經濟學、微觀經濟學和經濟學的定量技術。他是英國世界經濟學會和印度經濟學及相關科學協會（IEASA）的終身會員。