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Course Outline

AI in the FinTech Landscape

  • The evolution of FinTech: from digitization to intelligence
  • Where AI generates value: personalization, automation, and fraud detection
  • Case studies from challenger banks and AI-centric platforms

Open Banking and API Infrastructure

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

Machine Learning for FinTech Innovation

  • Supervised and unsupervised ML for credit scoring, KYC, and recommendation engines
  • Data sources in FinTech: transaction streams and behavioral data
  • Designing low-latency ML pipelines for real-time decision-making

Conversational AI and Embedded Finance

  • Leveraging LLMs and chatbots for digital advisory and support
  • Voice assistants and natural language interfaces
  • AI integration 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 regarding data usage and automation

Prototyping AI-Enhanced FinTech Products

  • Rapid prototyping tools and FinTech sandboxes
  • Mapping user journeys and value-added features enabled by AI
  • Design thinking for responsible and inclusive finance

The Future of AI and Open Finance

  • Trends in autonomous finance and predictive banking
  • AI governance and evolving regulatory landscapes
  • Strategic planning for AI-first product roadmaps

Summary and Next Steps

Requirements

  • Familiarity with financial products and digital platforms
  • Experience in data-driven product design or development
  • Interest in API-based architectures and AI applications

Target Audience

  • Product managers
  • FinTech founders
  • Strategy leads
 14 Hours

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