Applied Data Science in FinTech: Models, Tools, and Case Studies
暫譯: 金融科技中的應用數據科學：模型、工具與案例研究
Hric, Juraj, Lin, Yiping
商品描述
This textbook offers a comprehensive introduction to data science and financial technology, with a focus on advanced tools, data modeling, and their applications in FinTech. Adopting an inquiry-based approach, it integrates detailed case studies, clear definitions of financial terms, and practical examples to guide readers through core concepts and methods.
Step-by-step illustrations demonstrate how programs are developed, making the material accessible for students. Dedicated chapters explore cutting-edge applications such as AdviceTech, AgTech, PropTech, chatbots, and sentiment analytics. To support hands-on learning, the book also provides sample code and data sets, enabling readers to experiment, practice, and ultimately design their own programs. Designed for those with a basic foundation in programming, this book is an ideal companion for applying data science techniques to financial and technological contexts. It is particularly valuable for postgraduate and advanced students in FinTech, Business Analytics, and Data Science programs.商品描述(中文翻譯)
這本教科書提供了數據科學和金融科技的全面介紹，重點在於先進工具、數據建模及其在金融科技中的應用。採用探究式學習方法，整合詳細的案例研究、清晰的金融術語定義和實用範例，以引導讀者理解核心概念和方法。
逐步的插圖展示了程式的開發過程，使材料對學生更易於理解。專門的章節探討了前沿應用，如AdviceTech、AgTech、PropTech、聊天機器人和情感分析。為了支持實作學習，本書還提供了範例程式碼和數據集，讓讀者能夠進行實驗、練習，並最終設計自己的程式。
本書旨在為具備基本程式設計基礎的人士提供理想的伴侶，將數據科學技術應用於金融和科技背景。對於金融科技、商業分析和數據科學課程的研究生和高級學生尤其具有價值。
作者簡介
Juraj Hric is Co-Founder and Chief Executive Officer at Zyanza Technologies. He is a course convenor for banking, finance and financial technology modules at the University of New South Wales, Australia.
Yiping Lin is Co-Founder of Alt Data Tech, a leading provider of alternative data. He is also the director of undergraduate and postgraduate FinTech programs at the University of New South Wales, Australia.
作者簡介(中文翻譯)
Juraj Hric 是 Zyanza Technologies 的共同創辦人及首席執行官。他是澳大利亞新南威爾士大學銀行、金融及金融科技課程的負責人。
Yiping Lin 是 Alt Data Tech 的共同創辦人，該公司是領先的替代數據提供商。他也是澳大利亞新南威爾士大學本科及研究生金融科技課程的主任。
