Artificial Intelligence in Finance
A Semi-Random collection of Resources
Over the past several months, I have developed a strong interest in the FinTech industry, as I believe it is one of the transformative technologies of the 21st century. People use electronic payment systems daily, obtain loans, transfer money, invest, or trade, regardless of their wealth. As long as they have internet access, they will engage with a FinTech solution in one way or another.
From a business perspective, the FinTech market size is projected to grow from $300 billion in 2023 to $1.1 trillion in 2024 (Fortune).
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Additionally, with my technical background in Machine Learning and AI, I've developed a keen interest in how AI can enhance FinTech applications. Examples of these applications include:
The list goes on…
The internet is overflowing with information on this topic, and this article aims to provide some direction in this sea of unstructured content. It is designed to help anyone with similar interests get started more efficiently than I did.
I've identified three key areas for the documents talking about the topic
"AI in Finance":
Business Potential and Overview: These articles are typically written by financial analysts or feature insights from financial institution executives about the opportunities and challenges of adopting AI in FinTech.
Scientific and Technical: This includes research papers and technical reports that survey, illustrate, or propose AI techniques for application in FinTech, often in great detail.
Application and Case Studies: These documents focus on showcasing success stories and the outcomes of applying AI to real-world FinTech problems.
I have compiled a list of resources that I found useful under these three categories. I hope you find it helpful.
The detailed list can be found in my LinkedIn article