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Course Outline
AI in the FinTech Landscape
- The evolution of FinTech: transitioning from digitisation to intelligence.
- Identifying where AI generates value: in personalisation, automation, and fraud detection.
- Examining case studies from challenger banks and AI-first platforms.
Open Banking and API Infrastructure
- An overview of PSD2, Open Finance, and global Open Banking frameworks.
- APIs for account aggregation, payment processing, and data services.
- Developing and testing API integrations using Postman.
Machine Learning for FinTech Innovation
- Applying supervised and unsupervised ML for credit assessment, KYC, and recommendation engines.
- Key data sources in FinTech: transaction streams and behavioural data.
- Engineering low-latency ML pipelines for real-time decision-making.
Conversational AI and Embedded Finance
- Leveraging LLMs and chatbots for digital advisory and customer support.
- Implementing voice assistants and natural language interfaces.
- Integrating AI into embedded lending, insurance, and savings products.
RegTech, Ethics, and Compliance
- The role of AI 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
- Utilising rapid prototyping tools and FinTech sandboxes.
- Mapping user journeys and integrating value-added features with AI.
- Applying design thinking for responsible and inclusive finance.
Future of AI and Open Finance
- Emerging trends in autonomous finance and predictive banking.
- AI governance and navigating evolving regulatory landscapes.
- Strategic planning for AI-first product roadmaps.
Summary and Next Steps
Requirements
- A solid grasp of financial products and digital platforms.
- Background experience in data-driven product design or development.
- A strong interest in API-based architectures and AI use cases.
Target Audience
- Product managers.
- FinTech founders.
- Strategy leads.
14 Hours
Testimonials (1)
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