Data Analysis with LLMs by Immanuel Trummer (.PDF)

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File Size: 23 MB

Data Analysis with LLMs: Text, tables, images and sound by Immanuel Trummer
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Overview: Large Language Models (LLMs) can streamline and accelerate almost any data science task. Master the techniques in this book, and you’ll be able to analyze large amounts of text, tabular and graph data, images, videos, and more with clear natural language prompts and a few lines of Python code.

Data Analysis with LLMs shows you exactly how to integrate generative AI into your day-to-day work as a data scientist. In it, Cornell professor Immanuel Trummer guides you through a series of engaging projects that introduce OpenAIs Python library, tools like LangChain and Llamalndex, and LLMs from Anthropic, Cohere, and Hugging Face. As you go, you’ll use AI to query structured and unstructured data, analyze sound and images, and optimize the cost and quality of your data analysis process.
Genre: Non-Fiction > Tech & Devices

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