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Course Outline

AI in the FinTech Landscape

  • The evolution of FinTech: shifting from digitization to intelligence.
  • Value creation through AI: personalization, automation, and fraud detection.
  • Insights from case studies involving challenger banks and AI-first platforms.

Open Banking and API Infrastructure

  • Frameworks such as PSD2, Open Finance, and global Open Banking standards.
  • APIs supporting account aggregation, payments, and data services.
  • Developing and testing API integrations using Postman.

Machine Learning for FinTech Innovation

  • Applying supervised and unsupervised ML to credit, KYC, and recommendation engines.
  • FinTech data sources: analyzing transaction streams and behavioral data.
  • Architecting low-latency ML pipelines for real-time decision-making.

Conversational AI and Embedded Finance

  • Leveraging LLMs and chatbots for digital advisory and customer support.
  • Integrating voice assistants and natural language interfaces.
  • AI applications in embedded lending, insurance, and savings products.

RegTech, Ethics, and Compliance

  • Utilizing AI for identity verification and AML monitoring.
  • Addressing fairness, bias, and explainability in financial AI systems.
  • Ethical perspectives on data usage and automation.

Prototyping AI-Enhanced FinTech Products

  • Employing rapid prototyping tools and FinTech sandboxes.
  • Mapping user journeys and enhancing value with AI features.
  • Applying design thinking to create responsible and inclusive finance.

Future of AI and Open Finance

  • Emerging trends in autonomous finance and predictive banking.
  • AI governance and the evolving regulatory environment.
  • Strategic planning for AI-driven product roadmaps.

Summary and Next Steps

Requirements

  • Familiarity with financial products and digital platforms.
  • Background in data-driven product design or development.
  • Curiosity regarding API-based architectures and AI applications.

Target Audience

  • Product managers
  • FinTech founders
  • Strategy leads
 14 Hours

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