Hands-On Artificial Intelligence for Banking
暫譯: 銀行業的實作人工智慧

Ng, Jeffrey, Shah, Subhash

Hands-On Artificial Intelligence for Banking
  • 出版商: Packt Publishing
  • 出版日期: 2020-07-10
  • 售價: $1,670
  • 貴賓價: 9.5 折 $1,587
  • 語言: 英文
  • 頁數: 240
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1788830784
  • ISBN-13: 9781788830782
  • 相關分類: 人工智慧

    • 海外代購書籍(需單獨結帳)

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商品描述

Remodeling your outlook on banking begins with keeping up to date with the latest and most effective approaches, such as artificial intelligence (AI). Hands-On Artificial Intelligence for Banking is a practical guide that will help you advance in your career in the banking domain. The book will demonstrate AI implementation to make your banking services smoother, more cost-efficient, and accessible to clients, focusing on both the client- and server-side uses of AI.

You’ll begin by understanding the importance of artificial intelligence, while also gaining insights into the recent AI revolution in the banking industry. Next, you’ll get hands-on machine learning experience, exploring how to use time series analysis and reinforcement learning to automate client procurements and banking and finance decisions. After this, you’ll progress to learning about mechanizing capital market decisions, using automated portfolio management systems and predicting the future of investment banking. In addition to this, you’ll explore concepts such as building personal wealth advisors and mass customization of client lifetime wealth. Finally, you’ll get to grips with some real-world AI considerations in the field of banking.

By the end of this book, you’ll be equipped with the skills you need to navigate the finance domain by leveraging the power of AI.

商品描述(中文翻譯)

重新塑造您對銀行業的看法，首先要跟上最新和最有效的方法，例如人工智慧（AI）。《銀行業的實務人工智慧》是一本實用指南，將幫助您在銀行領域的職業生涯中取得進展。本書將展示如何實施AI，使您的銀行服務更加順暢、更具成本效益，並且更易於客戶使用，重點關注AI在客戶端和伺服器端的應用。

您將首先了解人工智慧的重要性，同時獲得對銀行業近期AI革命的見解。接下來，您將獲得實際的機器學習經驗，探索如何使用時間序列分析和強化學習來自動化客戶採購及銀行和金融決策。在此之後，您將進一步學習如何機械化資本市場決策，使用自動化投資組合管理系統並預測投資銀行的未來。此外，您還將探索建立個人財富顧問和客戶終身財富的大規模定制等概念。最後，您將了解銀行領域中一些現實世界的AI考量。

在本書結束時，您將具備利用AI的力量在金融領域中導航所需的技能。

作者簡介

Jeffrey Ng, CFA

Jeffrey Ng, CFA, works at Ping An OneConnect Bank (Hong Kong) Limited as Head of FinTech Solutions. His mandate is to advance the use of AI in banking and financial ecosystems. Prior to this, he headed up the data lab of BNP Paribas Asia Pacific, which constructed an AI and data analytics solution for business, and was the vice-chair of the French Chamber of Commerce's FinTech Committee in Hong Kong. In 2010, as one of the pioneers in applying client analytics to investment banking, he built the analytics team for the bank. He has undertaken AI projects in retail and commercial banks with PwC Consulting and GE Money. He graduated from Hong Kong Polytechnic University in computing and management and holds an MBA in finance from the Chinese University of Hong Kong.

Subhash Shah

Subhash Shah is an experienced solution architect. With 14 years of experience in software development, he works as an independent technical consultant now. He is an advocate of open source development and its utilization in solving critical business problems. His interests include Microservices architecture, Enterprise solutions, Machine Learning, Integrations and Databases. He is an admirer of quality code and test-driven development (TDD). His technical skills include translating business requirements into scalable architecture and designing sustainable solutions. He is a co-author of Hands-On High Performance with Spring 5, Hands-On AI for Banking and MySQL 8 Administrator’s Guide. He has also been a technical reviewer for other books.

作者簡介(中文翻譯)

Jeffrey Ng, CFA

Jeffrey Ng, CFA，目前在平安壹賬通銀行（香港）有限公司擔任金融科技解決方案部門主管。他的任務是推進人工智慧在銀行和金融生態系統中的應用。在此之前，他曾負責BNP Paribas亞太區的數據實驗室，該實驗室為商業構建了人工智慧和數據分析解決方案，並擔任香港法國商會金融科技委員會的副主席。2010年，作為將客戶分析應用於投資銀行的先驅之一，他為該銀行建立了分析團隊。他曾與PwC Consulting和GE Money合作，承擔零售和商業銀行的人工智慧項目。他畢業於香港理工大學，主修計算機與管理，並持有香港中文大學的金融MBA學位。

Subhash Shah

Subhash Shah是一位經驗豐富的解決方案架構師。擁有14年的軟體開發經驗，他目前作為獨立技術顧問工作。他是開源開發及其在解決關鍵商業問題中的應用的倡導者。他的興趣包括微服務架構、企業解決方案、機器學習、整合和數據庫。他欣賞高品質的代碼和測試驅動開發（TDD）。他的技術技能包括將商業需求轉化為可擴展架構和設計可持續解決方案。他是《Hands-On High Performance with Spring 5》、《Hands-On AI for Banking》和《MySQL 8 Administrator’s Guide》的共同作者，並曾擔任其他書籍的技術審稿人。

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