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Course Outline
The Role of AI in the FinTech Landscape
- The evolution of FinTech: transitioning from simple digitization to intelligent systems.
- Identifying where AI generates value, such as in personalization, automation, and fraud detection.
- Analyzing case studies from challenger banks and AI-first platforms.
Open Banking and API Infrastructure
- An overview of PSD2, Open Finance, and global Open Banking frameworks.
- Exploring APIs for account aggregation, payments, and data services.
- Practical sessions on building and testing API integrations using Postman.
Machine Learning for FinTech Innovation
- Applying supervised and unsupervised ML techniques to credit scoring, KYC, and recommendation engines.
- Examining key data sources in FinTech, including transaction streams and behavioral data.
- Architecting low-latency ML pipelines for real-time decision-making.
Conversational AI and Embedded Finance
- Leveraging LLMs and chatbots to enhance digital advisory and customer support.
- Integrating voice assistants and natural language interfaces.
- Embedding AI into lending, insurance, and savings products.
RegTech, Ethics, and Compliance
- Utilizing AI for identity verification and AML monitoring.
- Addressing fairness, bias, and explainability in financial AI systems.
- Navigating the ethical implications of data usage and automation.
Prototyping AI-Enhanced FinTech Products
- Utilizing rapid prototyping tools and FinTech sandboxes.
- Mapping user journeys and identifying value-added features through AI.
- Applying design thinking to foster responsible and inclusive finance.
The Future of AI and Open Finance
- Exploring trends in autonomous finance and predictive banking.
- Managing AI governance amidst evolving regulatory landscapes.
- Strategic planning for AI-first product roadmaps.
Summary and Next Steps
Requirements
- A foundational understanding of financial products and digital platforms.
- Experience in data-driven product design or development.
- A keen interest in API-based architectures and AI use cases.
Target Audience
- Product Managers
- FinTech Founders
- Strategy Leads
14 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 2600 € + VAT*
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