AI, LLMs, and You (Finance Folks)

ai llm finance presentation

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A talk/presentation on how we, finance folks, can use AI and LLMs in our work. It covered the basics of what AI is, how LLMs work (math!), what they can do, what they can’t, and how we can use them in our jobs.

Topics

  • Machine Learning - Example - Music Classification
  • Machine Learning - Same Thing With Images
  • Machine Learning - And Text!
  • Great! Are we AI yet?
  • Machine Learning - Problems
  • Deep Learning - Neural Networks
  • Large Language Models
  • Weights and Models
  • Not Just Chatbots
  • Preview of AI tool for Treasury

Why?

We hear everyday that AI is changing the world, about how it can do everything via magic. I wanted to learn about how LLMs worked, from the ground up, and share the learnings with the business.