Leveraging AI can help improve operational efficiency and decision-making. AI can help with risk assessment, sentiment analysis of real-time news streams, optimizing asset allocation based on risk tolerance, and many more use cases. But where does anyone start to learn about all this?!? This is one of the most common questions I get. So, I'm curating a list of resources that folks, new or experienced, might find useful in the journey. Since finance is a very broad field, let's focus our tools on trading, which is one of the most popular use cases.
For the curious who want to understand why some of these techniques work and the prior art related to the topics.
Because you really can't learn to explore much without proper data!
If the above list has piqued your interest, there are also some good online courses that you can follow.
Since it’s a four part series, this is the most relevant: Overview of Advanced Methods of Reinforcement Learning in Finance.
Since LLMs are a hot topic, we obviously have to mention some material related to it!
Disclaimer: All investments and trading involve risk. The above list is for educational purpose only. Users should perform their own due diligence before making any trading decisions.