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Duration 14 hours
Course Outline
AI within the FinTech Ecosystem
- The evolution of FinTech: transitioning from digitization to intelligent systems
- Key areas of AI value: personalization, process automation, and fraud detection
- Real-world case studies from challenger banks and AI-centric platforms
Open Banking and API Architectures
- Overview of PSD2, Open Finance, and global Open Banking standards
- Leveraging APIs for account aggregation, payment processing, and data services
- Developing and validating API integrations with Postman
Machine Learning for FinTech Advancement
- Applying supervised and unsupervised ML to credit assessment, KYC, and recommendation engines
- Identifying key data sources: transaction streams and behavioral analytics
- Engineering low-latency ML pipelines for instantaneous decision-making
Conversational AI and Embedded Finance
- Deploying LLMs and chatbots for digital advisory and customer support
- Integrating voice assistants and natural language interfaces
- Incorporating AI into embedded lending, insurance, and savings solutions
RegTech, Ethics, and Regulatory Compliance
- Utilizing AI for identity verification and AML surveillance
- Addressing fairness, bias, and explainability in financial AI models
- Navigating ethical implications in data utilization and automation
Prototyping AI-Driven FinTech Solutions
- Utilizing rapid prototyping tools and FinTech sandbox environments
- Mapping user journeys and enhancing features through AI
- Applying design thinking to foster responsible and inclusive finance
The Future of AI and Open Finance
- Emerging trends in autonomous finance and predictive banking
- AI governance and shifting regulatory frameworks
- Formulating strategic roadmaps for AI-first products
Recap and Future Actions
Requirements
- Foundational knowledge of financial products and digital ecosystems
- Prior exposure to data-centric product design or development
- Curiosity regarding API-driven architectures and AI applications
Target Audience
- Product managers
- FinTech founders
- Strategy leaders
Testimonials (1)
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