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AI in Fintech Essential Training

AI in Fintech Essential Training

2h 19mIntermediate2024-05-16

Authors

Michael McDonald

Michael McDonald

Researcher and Professor of Finance at Fairfield University

Course details

Robo-advisors, cryptocurrencies, and other technological innovations have been disrupting the finance world for years, challenging old ways of working with innovative new processes. There's even a word for the intersection of finance and technology: fintech. Curious about how fintech and the advancements it encompasses—namely, artificial intelligence (AI)—can affect your day-to-day work? If so, then this course is for you. Join Dr. Michael McDonald as he explores how fintech is changing the finance landscape, as well as how you can use AI in your banking or investment work. Discover how investing with AI works; explore borrowing and lending with online peer-to-peer (P2P) markets; learn how to evaluate the value of cryptocurrencies by building basic financial models with Excel; Learn how to use AI tools like ChatGPT and identify sources of financial data; and more.

Learning objectives
Understand the basics of how artificial intelligence works behind the scenes.
Explain what AI is and what applications it is useful for.
Identify different emerging areas of fintech and how they impact traditional financial processes.
Explain how to use data analytics in finance and how that data leads to AI.
Apply basic AI techniques to make decisions in a financial setting.

Skills covered

CryptocurrencyFinance and AccountingArtificial Intelligence FoundationsEssential TrainingArtificial Intelligence (AI)Data Science

Concepts

0. Introduction

  • 01 - Getting started with AI in Fintech

1. Fintech and the Changing World of Finance

  • 02 - What is Fintech
  • 03 - What areas of finance are at risk of disruption
  • 04 - Algorithmic trading and finance
  • 05 - Cryptocurrencies and blockchain
  • 06 - Bitcoin
  • 07 - AI in business

2. AI and Finance

  • 08 - What is AI
  • 09 - How does AI work
  • 10 - Optimization and AI
  • 11 - The future of AI
  • 12 - AI and quantitative finance

3. Investing with AI

  • 13 - The new world of online investing
  • 14 - How robo-advising works
  • 15 - Robo-advising portfolios
  • 16 - AI and its coming role in robo investing
  • 17 - Alternative investments in online investing
  • 18 - AI and its coming role in robo investing
  • 19 - Evaluating risk in P2P lending

4. Cryptocurrencies and AI

  • 20 - What are cryptocurrencies
  • 21 - What is a cryptocurrency worth
  • 22 - Financial valuation models for cryptocurrencies
  • 23 - Algorithmic trading of cryptocurrencies
  • 24 - Return performance of different cryptocurrencies
  • 25 - Blockchain, AI, and smart contracts

5. Using AI Tools

  • 26 - Financial data and AI
  • 27 - AI, data, and noise
  • 28 - Emerging AI applications

Conclusion

  • 29 - Learning more about AI and Fintech

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