Название: Data Analysis with LLMs: Text, tables, images and sound
Автор: Immanuel Trummer
Издательство: Manning Publications
Год: 2025
Страниц: 233
Язык: английский
Формат: pdf (true)
Размер: 23.7 MB
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 Data Analysis with LLMs, you’ll learn important techniques for streamlining your data science practice, expanding your skillset and saving you hours—or even days—of time. 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. You’ll start with an in-depth exploration of how LLMs work. Then, you’ll dive into no-code data analysis with LLMs, creating custom operators with the OpenAI Python API, and building complex data analysis pipelines with the cutting edge LangChain framework. For data scientists, data analysts, and others who are interested in making their work easier through the use of AI techniques. Readers should have a basic understanding of the Python programming language.