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Course Outline
AI within the FinTech Ecosystem
- The evolution of FinTech: transitioning from basic digitization to intelligent systems.
- Value creation through AI: focusing on personalization, automation, and fraud prevention.
- Real-world case studies from challenger banks and AI-first platforms.
Open Banking and API Infrastructure
- Overview of PSD2, Open Finance, and global Open Banking regulatory frameworks.
- Utilizing APIs for account aggregation, payment processing, and data services.
- Developing and testing API integrations using Postman.
Machine Learning for FinTech Innovation
- Application of supervised and unsupervised ML in credit assessment, KYC processes, and recommendation engines.
- Leveraging FinTech data sources, including transaction streams and behavioral insights.
- Engineering low-latency ML pipelines to support real-time decision-making.
Conversational AI and Embedded Finance
- Integrating LLMs and chatbots for enhanced digital advisory and customer support.
- Implementing voice assistants and natural language interfaces.
- Incorporating AI into embedded lending, insurance, and savings products.
RegTech, Ethics, and Compliance
- The role of AI in identity verification and AML monitoring protocols.
- Addressing fairness, bias, and explainability within financial AI systems.
- Navigating ethical considerations in data utilization and automated processes.
Prototyping AI-Enhanced FinTech Products
- Utilizing rapid prototyping tools and FinTech sandbox environments.
- Mapping user journeys and integrating value-added AI features.
- Applying design thinking to foster responsible and inclusive financial services.
The Future of AI and Open Finance
- Emerging trends in autonomous finance and predictive banking.
- AI governance strategies and the evolving regulatory landscape.
- Developing strategic plans for AI-first product roadmaps.
Summary and Next Steps
Requirements
- A solid grasp of financial products and digital platform ecosystems.
- Practical experience in data-driven product design or development processes.
- A keen interest in API-centric architectures and AI application scenarios.
Target Audience
- Product Managers
- FinTech Founders
- Strategy Leaders
14 Hours
Testimonials (1)
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