Business Analytics and Artificial Intelligence: Concepts, Skills and Real World Application
暫譯: 商業分析與人工智慧:概念、技能與實務應用
Rezaee, Zabihollah, Zhang, Joseph H., Boumediene, Salem Lotfi
- 出版商: Routledge
- 出版日期: 2026-10-02
- 售價: $2,290
- 貴賓價: 9.5 折 $2,175
- 語言: 英文
- 頁數: 356
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1041124007
- ISBN-13: 9781041124009
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相關分類:
Machine Learning、Python
尚未上市,無法訂購
相關主題
商品描述
Business Analytics and Artificial Intelligence provides an in-depth exploration of the intersection of business analytics, machine learning, and artificial intelligence (AI). Tailored for undergraduate, graduate, and professional learners, it equips readers with the knowledge and skills to leverage data-driven insights and AI technologies for strategic decision-making, operational optimization, and innovation in a dynamic global business environment. This book bridges the gap between theory and practice by:
- Introducing the foundational principles of business analytics and AI
- Demonstrating the integration of advanced AI techniques into business analytics processes
- Providing a unified guide to business analytics and machine learning with a focus on real-world applications
- Presenting a clear, practical, and accessible framework to harness AI and machine learning for solving complex business problems, optimizing operations, and driving innovation
- Exploring the ethical, legal, and social implications of AI in business contexts
- Presenting case studies and real-world applications from diverse industries to showcase best practices.
The textbook combines foundational concepts, advanced techniques, and hands-on applications, catering to readers with varying levels of technical expertise. It includes global perspectives of BA and AI, case studies, practical examples, and coding snippets (in Python or R) to help readers implement AI-driven solutions in their organizations. Topics span predictive analytics, machine learning, data visualization, natural language processing, and decision support systems, emphasizing how these tools empower businesses to stay competitive and ensure operational sustainability.
商品描述(中文翻譯)
《商業分析與人工智慧》深入探討商業分析、機器學習與人工智慧(AI)之間的交集。這本書專為本科生、研究生及專業學習者量身打造,幫助讀者掌握利用數據驅動的洞察和AI技術進行戰略決策、運營優化及在動態全球商業環境中創新的知識與技能。本書通過以下方式彌補理論與實踐之間的差距:
- 介紹商業分析和AI的基本原則
- 演示先進AI技術如何整合進商業分析流程
- 提供一個統一的商業分析與機器學習指南,重點關注實際應用
- 提出一個清晰、實用且易於理解的框架,以利用AI和機器學習解決複雜的商業問題、優化運營並推動創新
- 探討AI在商業環境中的倫理、法律和社會影響
- 提供來自各行各業的案例研究和實際應用,以展示最佳實踐。
這本教科書結合了基礎概念、先進技術和實踐應用,適合不同技術專業水平的讀者。它包括商業分析和AI的全球視角、案例研究、實際範例以及編碼片段(使用Python或R),幫助讀者在其組織中實施AI驅動的解決方案。主題涵蓋預測分析、機器學習、數據可視化、自然語言處理和決策支持系統,強調這些工具如何使企業保持競爭力並確保運營的可持續性。
作者簡介
Zabihollah Rezaee is the Thompson-Hill Chair of Excellence and Emeritus Professor of Accountancy at the University of Memphis and has served a two-year term on the Standing Advisory Group of the Public Company Accounting Oversight Board (PCAOB). He is currently a Visiting Professor of AI, Sustainability and Governance at Corvinus University of Budapest.
Joseph H. Zhang is the Department Chair and the Robert W. and Patricia A. Maurer Family Distinguished Endowed Professor in the Department of Accounting and Management Information Systems at Bowling Green State University (BGSU) in Ohio, USA.
Salem Lotfi Boumediene is the Department Chair and Associate Professor at the University of Illinois Springfield (UIS) in the College of Business and Management.
Nick J. Rezaee is a graduate student in the Computational Biology and Quantitative Genetics program and programmer at the Harvard T.H Chen School of Public Health
作者簡介(中文翻譯)
Zabihollah Rezaee 是孟菲斯大學的湯普森-希爾卓越講座教授及名譽會計學教授,曾擔任公共公司會計監督委員會(PCAOB)常設諮詢小組的兩年任期成員。目前,他是布達佩斯科爾維努斯大學的人工智慧、可持續性與治理的訪問教授。
Joseph H. Zhang 是美國俄亥俄州博林格林州立大學(BGSU)會計與管理資訊系的系主任及羅伯特·W·和帕特里夏·A·毛瑞爾家族傑出捐贈教授。
Salem Lotfi Boumediene 是伊利諾伊州斯普林菲爾德大學(UIS)商業與管理學院的系主任及副教授。
Nick J. Rezaee 是哈佛大學T.H.陳公共衛生學院計算生物學與定量遺傳學項目的研究生及程式設計師。