Foundations of Artificial Intelligence in Finance: Insights for Practitioners with Applications and Case Studies
暫譯: 金融領域人工智慧基礎：實務者的洞見與應用案例研究
Jafar, Syed Hasan, K, Hemachandran, Nawaah, Donkor
相關主題
商品描述
This book discusses the financial impact of Artificial Intelligence (AI) on the finance and business sectors. By providing readers with comprehensive insights, real-world case studies, and expert discussions, it delves into various applications of AI in finance, including NLP for financial document analysis, predictive analytics, explainable AI, and blockchain integration. Covering a range of topics, from simplifying financial documents to predicting stock market trends and ensuring ethical investing, this book is crucial to effectively bridge the gap between technical AI concepts and practical applications, making it suitable for both specialists and non-specialists.
- In-depth discussions focus on the potential impact of AI on sustainable investments, exploring how these technologies may shape the future of finance.
- Emphasises the ethical implications of AI in finance, addressing the responsible use of these technologies and the importance of regulatory compliance.
- Each chapter includes practical case studies that illustrate the effective use of AI in the financial industry, providing readers with relatable insights into its applications.
- Aids non-specialists in comprehending complex AI concepts and demonstrates how AI can act as a smart assistant in solving intricate financial & business problems.
- Leverage AI for informed decision-making, risk management, and sustainable investments, making it a pivotal reference for navigating the rapidly evolving financial landscape.
The book is for professionals, data scientists, investors, policymakers, and anyone interested in understanding how AI can transform financial practices.
商品描述(中文翻譯)
這本書探討了人工智慧（AI）對金融和商業領域的財務影響。透過提供全面的見解、真實案例研究和專家討論，本書深入探討了AI在金融領域的各種應用，包括用於金融文件分析的自然語言處理（NLP）、預測分析、可解釋的AI以及區塊鏈整合。涵蓋從簡化金融文件到預測股市趨勢及確保道德投資等多個主題，本書對於有效彌合技術AI概念與實際應用之間的鴻溝至關重要，適合專家和非專家閱讀。
- 深入討論AI對可持續投資的潛在影響，探索這些技術如何塑造金融的未來。
- 強調AI在金融領域的倫理影響，討論這些技術的負責任使用及遵循法規的重要性。
- 每章節包含實用的案例研究，說明AI在金融行業中的有效應用，為讀者提供與其應用相關的見解。
- 幫助非專家理解複雜的AI概念，並展示AI如何作為智能助手解決複雜的金融和商業問題。
- 利用AI進行知情決策、風險管理和可持續投資，使其成為導航快速變化的金融環境的重要參考。
本書適合專業人士、數據科學家、投資者、政策制定者以及任何對理解AI如何改變金融實踐感興趣的人士。
作者簡介
Dr. Syed Hasan, an Associate Dean and Area Chair of Finance, is a multifaceted professional with a strong presence in the finance industry and academia. With expertise in equity and derivative research, capital markets, technical and fundamental analysis, Hasan's insights are sought after by leading platforms such as CNBC, AajTak, BizTak, and The Economic Times: BFSI. As a media speaker, Hasan bridges the gap between complex financial concepts and the wider audience, making finance more accessible. His leadership at Woxsen University and prominence in the finance world reflect his dedication to advancing education and sharing knowledge with others.
Dr. Hemachandran K. is a distinguished professional, holding multiple prestigious positions in academia and research. He serves as the Director of the AI Research Centre and as an Associate Dean at Woxsen University. Additionally, he holds the Zita Zoltay Paprika Chair Professorship and the Course5i Chair Professorship, alongside his role as Professor and Area Chair in the Analytics Department at Woxsen University. Dr. Hemachandran is deeply involved in shaping the future of AI, evident through his role as an ATL Mentor of Change and his work on AI 2030 initiatives. Based in Hyderabad, India, his contributions to education and research are significant and far-reaching.
Dr. Donkor Nawaah is an Assistant Professor and Head of Accounting and Fintech Department at Woxsen University's School of Business, where he brings over 17 years of expertise in accounting and finance to foster next-generation business education. A dedicated educator and seasoned researcher, Dr. Donkor is committed to advancing the fields of financial reporting, corporate finance, and sustainability, with a particular focus on impactful, real-world applications. His work spans curriculum innovation, corporate governance, and ethical practices, all aimed at equipping students with the skills and insights needed to navigate today's complex financial landscapes. Through his leadership and research, Prof. Donkor actively shapes a forward-thinking academic environment, instilling in students a robust foundation in finance coupled with a commitment to ethical and sustainable practices.
Dr. Raul Villamarin Rodriguez, serving as the Vice President at Woxsen University, is a cognitive technologist and advocate for new age higher education. With expertise in cognitive and behavioral psychology, Rodriguez is at the forefront of innovative approaches to learning and development. His role involves spearheading initiatives that integrate cutting-edge technology with educational practices to enhance student outcomes. As a thought leader in the field, Rodriguez is dedicated to pushing the boundaries of traditional education and fostering cognitive growth in students. His contributions to Woxsen University underscore his commitment to shaping the future of higher education through transformative methodologies.
作者簡介(中文翻譯)
Dr. Syed Hasan 是一位副院長及金融領域主席，擁有在金融業和學術界的多元專業背景。Hasan 在股票和衍生品研究、資本市場、技術分析和基本面分析方面的專業知識，使他受到 CNBC、AajTak、BizTak 和 The Economic Times: BFSI 等領先平台的青睞。作為媒體發言人，Hasan 橋接了複雜金融概念與廣大受眾之間的鴻溝，使金融變得更易於理解。他在 Woxsen 大學的領導地位及在金融界的知名度，反映了他對推進教育和分享知識的奉獻精神。
Dr. Hemachandran K. 是一位傑出的專業人士，在學術界和研究領域擔任多個重要職位。他擔任 Woxsen 大學人工智慧研究中心主任及副院長。此外，他還擔任 Zita Zoltay Paprika 教授席及 Course5i 教授席，並在 Woxsen 大學的分析系擔任教授及領域主席。Dr. Hemachandran 深度參與塑造人工智慧的未來，這從他作為 ATL 變革導師及參與 AI 2030 計畫的角色中可見一斑。他常駐於印度海德拉巴，對教育和研究的貢獻顯著且深遠。
Dr. Donkor Nawaah 是 Woxsen 大學商學院的助理教授及會計與金融科技系主任，擁有超過 17 年的會計和金融專業經驗，致力於推動下一代商業教育。作為一位敬業的教育者和資深研究者，Dr. Donkor 致力於推進財務報告、企業金融和可持續性等領域，特別關注具有影響力的實際應用。他的工作涵蓋課程創新、公司治理和倫理實踐，旨在為學生提供應對當今複雜金融環境所需的技能和見解。通過他的領導和研究，Donkor 教授積極塑造前瞻性的學術環境，為學生打下堅實的金融基礎，並培養對倫理和可持續實踐的承諾。
Dr. Raul Villamarin Rodriguez 擔任 Woxsen 大學副校長，是一位認知技術專家及新時代高等教育的倡導者。Rodriguez 在認知和行為心理學方面的專業知識，使他站在學習和發展創新方法的最前沿。他的角色涉及推動將尖端技術與教育實踐相結合的計畫，以提升學生的學習成果。作為該領域的思想領袖，Rodriguez 致力於突破傳統教育的界限，促進學生的認知成長。他對 Woxsen 大學的貢獻強調了他通過變革性方法塑造高等教育未來的承諾。
