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Course Outline

AI in the FinTech Landscape

  • The evolution of FinTech: from digitization to intelligent systems.
  • Value creation through AI: personalization, automation, and fraud detection.
  • Case studies highlighting challenger banks and AI-first platforms.

Open Banking and API Infrastructure

  • PSD2, Open Finance, and global Open Banking frameworks.
  • Utilizing APIs for account aggregation, payments, and data services.
  • Constructing and testing API integrations using Postman.

Machine Learning for FinTech Innovation

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

Conversational AI and Embedded Finance

  • Employing LLMs and chatbots for digital advisory and customer support.
  • Utilizing voice assistants and natural language interfaces.
  • The role of AI in embedded lending, insurance, and savings products.

RegTech, Ethics, and Compliance

  • AI applications in identity verification and AML monitoring.
  • Addressing fairness, bias, and explainability in financial AI systems.
  • Ethical considerations surrounding data usage and automation.

Prototyping AI-Enhanced FinTech Products

  • Tools for rapid prototyping and FinTech sandboxes.
  • Mapping user journeys and integrating value-added features with AI.
  • Applying design thinking for responsible and inclusive finance.

The Future of AI and Open Finance

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

Summary and Next Steps

Requirements

  • A foundational understanding of financial products and digital platforms.
  • Experience in data-driven product design or development.
  • An interest in API-based architectures and AI applications.

Target Audience

  • Product managers.
  • FinTech entrepreneurs and founders.
  • Strategy leads.
 14 Hours

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