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Course Outline
AI in the FinTech Ecosystem
- The evolution of FinTech: transitioning from digitalization to intelligence
- AI’s role in creating value: personalization, automation, and fraud prevention
- Real-world case studies from challenger banks and AI-centric platforms
Open Banking and API Infrastructure
- Frameworks including PSD2, Open Finance, and global Open Banking standards
- APIs supporting account aggregation, payment processing, and data services
- Constructing and testing API integrations using Postman
Machine Learning for FinTech Innovation
- Applying supervised and unsupervised ML to credit scoring, KYC, and recommendation systems
- Key data sources in FinTech: transaction streams and behavioral insights
- Architecting low-latency ML pipelines for real-time decision-making
Conversational AI and Embedded Finance
- Leveraging LLMs and chatbots for digital advisory and customer support
- Integrating voice assistants and natural language interfaces
- AI applications in embedded lending, insurance, and savings solutions
RegTech, Ethics, and Compliance
- Utilizing AI for identity verification and AML monitoring
- Ensuring fairness, minimizing bias, and enhancing explainability in financial AI
- Ethical implications of data usage and automated processes
Prototyping AI-Enhanced FinTech Products
- Rapid prototyping tools and FinTech sandbox environments
- Mapping user journeys and identifying high-value AI features
- Design thinking for responsible and inclusive financial services
Future of AI and Open Finance
- Emerging trends in autonomous finance and predictive banking
- AI governance within shifting regulatory environments
- Strategic planning for AI-first product roadmaps
Wrap-up and Recommended Next Steps
Requirements
- A solid comprehension of financial products and digital platforms
- Prior experience in data-driven product design or development
- Curiosity regarding API-based architectures and AI applications
Target Audience
- Product managers
- FinTech founders
- Strategic leads
14 Hours
Testimonials (1)
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