A (Data) Entrepreneur's Guide to LLMs | TDE Workshop

​In this talk, Shaw gives an introduction to large language models tailored toward entrepreneurs and data professionals. Led by: Shaw Talebi 📰 Read more: https://shawhin.medium.com/a-data-entrepreneurs-guide-to-llms-af629a088a6f Connect with Shaw Website: https://www.shawhintalebi.com/ YouTube: @ShawhinTalebi Medium: https://shawhin.medium.com/ LinkedIn: https://www.linkedin.com/in/shawhintalebi/ More on LLMs YouTube Series: https://www.youtube.com/playlist?list=PLz-ep5RbHosU2hnz5ejezwaYpdMutMVB0 Blog Series: https://shawhin.medium.com/list/large-language-models-llms-8e009ae3054c Keep up with The Data Entrepreneurs! 🎥 YouTube: https://www.youtube.com/@TheDataEntrepreneurs 👉 Discord: https://discord.gg/RSqZbF9ygh 📰 Medium: https://medium.com/the-data-entrepreneurs 📅 Events: https://lu.ma/tde 🗞️ Newsletter: https://the-data-entrepreneurs.ck.page/profile My Data Entrepreneur's Journey - 0:00 Opportunity for (Data) Entrepreneurs - 5:25 When do I use AI? - 10:18 Large Language Models (LLMs) - 12:30 How do LLMs work? - 14:00 What can LLMs do? - 16:07 3 Levels of Using LLMs - 17:14 Level 1: Prompt Engineering - 22:37 Level 2: Model Fine-tuning - 29:06 Level 3: Building an LLM from Scratch - 37:05 Opportunity for (Data) Entrepreneurs (Revisited) - 43:03 The Data Entrepreneurs on Medium - 46:10 More Resources - 46:52 Q&A - 47:30