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Overview
AI in Fintech Essential Training is a comprehensive course designed for finance professionals, technologists, and entrepreneurs eager to understand and apply artificial intelligence in the financial technology sector. This course covers the foundational AI concepts, tools, and techniques that are transforming fintech, from automated trading to fraud detection and personalized banking.You’ll explore how AI-powered algorithms drive innovations in credit scoring, risk management, customer service chatbots, and regulatory compliance. The course also delves into machine learning models for predicting market trends,...
Syllabus
Introduction
- Getting started with AI in Fintech
1. Fintech and the Changing World of Finance
- What is Fintech?
- What areas of finance are at risk of disruption?
- Algorithmic trading and finance
- Cryptocurrencies and blockchain
- Bitcoin
- AI in business
2. AI and Finance
- What is AI?
- How does AI work?
- Optimization and AI
- The future of AI
- AI and quantitative finance
3. Investing with AI
- The new world of online investing
- How robo-advising works
- Robo-advising portfolios
- AI and its coming role in robo investing
- Alternative investments in online investing
- AI and its coming role in robo investing
- Evaluating risk in P2P lending
4. Cryptocurrencies and AI
- What are cryptocurrencies?
- What is a cryptocurrency worth?
- Financial valuation models for cryptocurrencies
- Algorithmic trading of cryptocurrencies
- Return performance of different cryptocurrencies
- Blockchain, AI, and smart contracts
5. Using AI Tools
- Financial data and AI
- AI, data, and noise
- Emerging AI applications
Conclusion
- Learning more about AI and Fintech
Instructor
Michael McDonald
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