Lesson 3: Understanding Word Embeddings in AI and LLMs скачать в хорошем качестве

Lesson 3: Understanding Word Embeddings in AI and LLMs

Discover how generative AI models like ChatGPT convert language into numerical data, enabling computers to understand and generate human-like text. In this video we: Motivate why the LLMs need embeddings in the first place Discuss the key concepts behind word embeddings Use simple spreadsheet demonstrations to delve into the mechanics of embeddings and the mathematics of language models Reproduce the famous “king – man + woman = queen” using a spreadsheet and discover sometimes “king – man + woman = king” The "Spreadsheets Are All You Need" series is aimed at breaking down the concepts behind AI and Large Language Models using spreadsheets. Whether you're curious about AI, a student of data science, or just love learning how technology works, this series offers insights into the fascinating world of artificial intelligence in an accessible format. If you can read a spreadsheet, you can understand AI! Resources: Learn more and download the Excel sheet at https://spreadsheets-are-all-you-need...