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Hric / Lin

Applied Data Science in FinTech

Models, Tools, and Case Studies

Medium: Buch
ISBN: 978-1-032-76257-9
Verlag: Routledge
Erscheinungstermin: 11.03.2026
Lieferfrist: bis zu 10 Tage

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.


Produkteigenschaften


  • Artikelnummer: 9781032762579
  • Medium: Buch
  • ISBN: 978-1-032-76257-9
  • Verlag: Routledge
  • Erscheinungstermin: 11.03.2026
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2026
  • Produktform: Kartoniert, Paperback
  • Gewicht: 708 g
  • Seiten: 410
  • Format (B x H x T): 170 x 244 x 22 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Section 1. Data Science for FinTechChapter 1. Data Science in FinTechChapter 2. Data Management for FinTechChapter 3. Data VisualizationChapter 4. Data Modeling in FinTechSection 2. Advanced Tools for Finance and FinTechChapter 5. Bitcoin and TokenizationChapter 6. Machine Learning Tools for Finance and FinTechChapter 7. Language Analytics for Finance and FinTechChapter 8. Chatbots for Sentiment AnalyticsSection 3. FinTech ApplicationsChapter 9. FinTech Application: AdviceTechChapter 10. FinTech Application: AgTechChapter 11. FinTech Application: PropTechChapter 12. Data Frontiers in FinTech