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Course Outline
The Role of AI in the FinTech Ecosystem
- The progression of FinTech: shifting from basic digitization to advanced intelligence
- Key areas where AI drives value: personalization, automation, and fraud detection
- Real-world case studies from challenger banks and AI-centric platforms
Open Banking and API Infrastructure
- Overview of PSD2, Open Finance, and global Open Banking regulatory frameworks
- APIs dedicated to account aggregation, payment processing, and data services
- Constructing and testing API integrations using Postman
Machine Learning for FinTech Advancement
- Application of supervised and unsupervised ML in credit scoring, KYC, and recommendation engines
- Key data sources in FinTech: transaction streams and user behavioral data
- Architecting low-latency ML pipelines to support real-time decision-making
Conversational AI and Embedded Finance
- Leveraging LLMs and chatbots for digital advisory and customer support
- Integration of voice assistants and natural language processing interfaces
- Deploying AI within embedded lending, insurance, and savings products
RegTech, Ethics, and Compliance
- Utilizing AI for identity verification and Anti-Money Laundering (AML) monitoring
- Addressing fairness, bias, and model explainability in financial AI systems
- Navigating ethical implications of data utilization and automated processes
Prototyping AI-Enhanced FinTech Solutions
- Utilizing rapid prototyping tools and FinTech sandbox environments
- Mapping user journeys and identifying value-added features through AI integration
- Applying design thinking principles to foster responsible and inclusive finance
The Future of AI and Open Finance
- Emerging trends in autonomous finance and predictive banking models
- AI governance strategies and the evolving regulatory environment
- Strategic planning for AI-first product roadmaps
Recap and Forward-Looking Actions
Requirements
- A solid grasp of financial products and digital platforms
- Practical experience 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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