Welcome to BUSN 32210

• Canvas site: https://canvas.uchicago.edu/courses/51174
• ChatGPT: https://chat.openai.com/
• Free version of Stable Diffusion: https://clipdrop.co/stable-diffusion

Resources for final project ideas

• Newsletter on latest AI advances (by Andrew Ng): https://www.deeplearning.ai/the-batch/
• More pop level newsletter on AI: https://www.joinsuperhuman.ai/
• A VC blog post: https://leighmariebraswell.substack.com/p/how-to-make-history-with-llms-and

Recent developements that might be useful:

• Provide GPT with external tools, which it'll use at its discretion: https://docs.kanaries.net/articles/openai-function-calling
• Make your own GPT (no-code!): https://chat.openai.com/gpts/discovery

Other resources

• Flowise video tutorials (no-code LLM app builder) here
  • Videos #2 and #3 are the relevant ones for getting started
  • Video #6 is accessible and is a good way of thinking about more advanced applications
• Gradio (low-code ML app builder): https://www.gradio.app/
  • Note: you do need to write Python for this
  • You can deploy Gradio apps on HuggingFace spaces quite easily
• Example text prompts: https://github.com/f/awesome-chatgpt-prompts#prompts
• Technical background (need to know how to take a derivative and what a matrix is): https://web.stanford.edu/class/cs224n/index.html#schedule