Data Science: Theory, Analysis and Applications
暫譯: 資料科學：理論、分析與應用

Memon, Qurban A., Khoja, Shakeel Ahmed

Data Science: Theory, Analysis and Applications
  • 出版商: CRC
  • 出版日期: 2021-12-13
  • 售價: $2,580
  • 貴賓價: 9.5 折 $2,451
  • 語言: 英文
  • 頁數: 344
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032240245
  • ISBN-13: 9781032240244
  • 相關分類: Data Science
  • 其他版本: Data Science: Theory, Analysis and Applications

    • 海外代購書籍(需單獨結帳)

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商品描述

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The aim of this book is to provide an internationally respected collection of scientific research methods, technologies and applications in the area of data science. This book can prove useful to the researchers, professors, research students and practitioners as it reports novel research work on challenging topics in the area surrounding data science. In this book, some of the chapters are written in tutorial style concerning machine learning algorithms, data analysis, information design, infographics, relevant applications, etc. The book is structured as follows:

• Part I: Data Science: Theory, Concepts, and Algorithms

This part comprises five chapters on data Science theory, concepts, techniques and algorithms.

• Part II: Data Design and Analysis

This part comprises five chapters on data design and analysis.

• Part III: Applications and New Trends in Data Science

This part comprises four chapters on applications and new trends in data science.

商品描述(中文翻譯)

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本書的目的是提供一個國際公認的科學研究方法、技術和應用的集合，專注於數據科學領域。本書對於研究人員、教授、研究生和實務工作者都具有實用價值，因為它報導了在數據科學相關領域中具有挑戰性的主題的新穎研究工作。本書中的某些章節以教學風格撰寫，涉及機器學習算法、數據分析、信息設計、資訊圖表、相關應用等。本書的結構如下：

• 第一部分：數據科學：理論、概念和算法

本部分包含五章有關數據科學的理論、概念、技術和算法。

• 第二部分：數據設計與分析

本部分包含五章有關數據設計和分析的內容。

• 第三部分：數據科學中的應用與新趨勢

本部分包含四章有關數據科學中的應用和新趨勢。

作者簡介

Qurban A Memon has contributed at levels of teaching, research, and community service in the area of electrical and computer engineering. He has authored/co‐authored ninety seven publications over a period of about eighteen years of his academic career.

Shakeel Khoja is a Professor at Faculty of Computer Science, IBA and a Commonwealth Academic Fellow. He carries an overall professional experience of over 18 years and has over fifty research publications to his credit. He is also a reviewer of number of journals and conferences in the field of computer science.

作者簡介(中文翻譯)

Qurban A Memon 在電機與計算機工程領域的教學、研究和社區服務方面做出了貢獻。在他約十八年的學術生涯中，他已發表/共同發表九十七篇論文。

Shakeel Khoja 是 IBA 計算機科學系的教授及英聯邦學術研究員。他擁有超過 18 年的專業經驗，並且有超過五十篇研究論文發表。他也是多個計算機科學領域期刊和會議的審稿人。

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