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Course Outline
AI in the FinTech Landscape
- The evolution of FinTech: shifting from digitization to intelligence
- Where AI generates value: personalization, automation, and fraud detection
- Case studies featuring challenger banks and AI-first platforms
Open Banking and API Infrastructure
- PSD2, Open Finance, and global Open Banking frameworks
- APIs for account aggregation, payments, and data services
- Constructing and testing API integrations using Postman
Machine Learning for FinTech Innovation
- Supervised and unsupervised ML applications for credit, 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
- Deploying 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
- Applying AI to identity verification and AML monitoring
- Addressing fairness, bias, and explainability in financial AI systems
- Ethical implications of data usage and automation
Prototyping AI-Enhanced FinTech Products
- Rapid prototyping tools and FinTech sandboxes
- Mapping user journeys and enhancing value with AI features
- Design thinking for responsible and inclusive finance
Future of AI and Open Finance
- Emerging trends in autonomous finance and predictive banking
- AI governance and shifting regulatory landscapes
- Strategic planning for AI-first product roadmaps
Summary and Next Steps
Requirements
- Foundational knowledge of financial products and digital platforms
- Background in data-driven product design or development
- A keen interest in API-based architectures and AI applications
Target Audience
- Product managers
- FinTech founders
- Strategy leaders
14 Hours
Testimonials (1)
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