LLMs in Action

Speed up common data science tasks with AI assistants like ChatGPT and Large Language Models (LLMs) from Anthropic, Cohere, AI21, Hugging Face, and more!Using ChatGPT and other AI-powered tools, you can analyze almost any kind of data with just a few short lines of plain English.In LLMs in Action, you'll learn important techniques for streamlining your data science practice, expanding your skillset and saving you hours—or even days—of time. Inside, you'll learn how to use AI assistants to: Analyze text, tables, images, and audio filesExtract information from multi-modal data lakesClassify, cluster, transform, and query multimodal dataBuild natural language query interfaces over structured data sourcesUse LangChain to build complex data analysis pipelinesPrompt engineering and model configuration This practical book takes you from your first prompts through advanced techniques like building automated analysis pipelines and fine-tuning existing models.You'll learn how to create meaningful reports, generate informative graphs, and much more.