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Course Outline
AI within the FinTech Ecosystem
- The evolution of FinTech: moving from basic digitization to intelligent systems.
- Value creation through AI: focusing on personalization, automation, and fraud detection.
- Real-world case studies from challenger banks and AI-centric platforms.
Open Banking and API Frameworks
- An overview of PSD2, Open Finance, and global Open Banking structures.
- APIs designed for account aggregation, payment processing, and data services.
- Practical session on building and testing API integrations with Postman.
Machine Learning for FinTech Advancement
- Applying supervised and unsupervised ML to credit scoring, KYC processes, and recommendation engines.
- Leveraging FinTech data sources such as transaction streams and behavioral insights.
- Architecting low-latency ML pipelines to support real-time decision-making.
Conversational AI and Embedded Finance
- Integrating LLMs and chatbots for digital advisory and customer support.
- Implementing voice assistants and natural language interfaces.
- The role of AI in embedded lending, insurance, and savings solutions.
RegTech, Ethics, and Regulatory Compliance
- Utilizing AI for identity verification and AML monitoring.
- Ensuring fairness, reducing bias, and enhancing explainability in financial AI.
- Addressing ethical concerns related to data usage and automation.
Prototyping AI-Powered FinTech Solutions
- Utilizing rapid prototyping tools and FinTech sandboxes.
- Mapping user journeys to incorporate AI-enhanced value-added features.
- 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.
- AI governance strategies and adapting to evolving regulatory environments.
- Strategic planning for AI-first product roadmaps.
Recap and Future Actions
Requirements
- Familiarity with financial products and digital platforms.
- Practical experience in data-driven product design or development.
- A strong interest in API-centric architectures and AI applications.
Target Audience
- Product Managers.
- FinTech Founders.
- Strategy Leads.
14 Hours
Testimonials (1)
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