Natural Language Analytics with Generative Large-Language Models: A Practical Approach with Ollama and Open-Source LLMs

This book explores the application of generative Large Language Models (LLMs) for extracting and analyzing data from natural language artefacts. Unlike traditional uses of LLMs, such as translation and summarization, this book focuses on utilizing these models to convert unstructured text into data that can be processed through the data science pipeline to generate actionable insights.

The content is designed for professionals in diverse fields including cognitive science, linguistics, mana...