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Course Outline
The Role of AI in the FinTech Ecosystem
- The evolution of FinTech: transitioning from simple digitization to intelligent systems
- Key areas where AI drives value: personalization, automation, and fraud detection
- Insights from case studies involving challenger banks and AI-first platforms
Open Banking Frameworks and API Infrastructure
- Overview of PSD2, Open Finance, and global Open Banking standards
- APIs enabling account aggregation, payments, and data services
- Practical steps for building and testing API integrations using Postman
Machine Learning for FinTech Innovation
- Applying supervised and unsupervised ML to credit assessment, KYC, and recommendation engines
- Leveraging FinTech data sources: transaction streams and behavioral insights
- Engineering low-latency ML pipelines for real-time 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
- Using AI for identity verification and AML monitoring processes
- Addressing fairness, bias, and explainability in financial AI systems
- Navigating ethical considerations in data usage and automation
Prototyping AI-Enhanced FinTech Solutions
- Utilizing rapid prototyping tools and FinTech sandboxes
- Mapping user journeys to integrate high-value AI features
- Applying design thinking for responsible and inclusive financial services
The Future of AI and Open Finance
- Emerging trends in autonomous finance and predictive banking
- Managing AI governance amidst evolving regulatory landscapes
- Developing strategic plans for AI-first product roadmaps
Recap and Path Forward
Requirements
- Foundational knowledge of financial products and digital platforms
- Prior experience in data-driven product design or development
- A strong interest in API-based architectures and AI applications
Target Audience
- Product managers
- FinTech founders
- Strategy leads
14 Hours
Testimonials (1)
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