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Course Outline
AI in the FinTech Landscape
- The evolution of FinTech: transitioning from digitization to intelligence.
- Value creation through AI: focusing on personalization, automation, and fraud detection.
- Case studies featuring challenger banks and AI-first platforms.
Open Banking and API Infrastructure
- Overview of PSD2, Open Finance, and global Open Banking frameworks.
- APIs facilitating account aggregation, payments, and data services.
- Construction and testing of API integrations using Postman.
Machine Learning for FinTech Innovation
- Application of supervised and unsupervised ML in credit scoring, KYC, and recommendation engines.
- FinTech data sources: analyzing transaction streams and behavioral data.
- Engineering low-latency ML pipelines for real-time decision-making.
Conversational AI and Embedded Finance
- Utilizing LLMs and chatbots for digital advisory and customer support.
- Integration of voice assistants and natural language interfaces.
- AI applications in embedded lending, insurance, and savings products.
RegTech, Ethics, and Compliance
- Leveraging AI for 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 the use of 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 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 founders.
- Strategy leads.
14 Hours
Testimonials (1)
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