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Analyze text, tables, images, and sound

Data Analysis
with LLMs
by
Immanuel Trummer

DataAnalysisWithLLMsCover.png
DataAnalysisWithLLMsCover.png

About the Book

This book teaches you how to use large language models (LLMs) as a universal data analysis tool:

  • Text Cluster, classify, and analyze text documents

  • Tables Query SQL databases in natural language

  • Images Classify images, tag people, and generate video titles

  • Sound Transcribe, translate, and generate speech

​Also covers advanced topics such as cost optimization, fine-tuning, and prompt engineering.​

Oren Etzioni, Allen Institute of AI

Comprehensive, insightful, and packed with hands-on guidance. A must-read!

About the Author

Immanuel Trummer is an associate professor of computer science at Cornell University. His research connects language models and data analysis, resulting in various award-winning publications.

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Resources by Chapter

01

Analyzing Data with Large Language Models

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02

A Chat with ChatGPT

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03

The OpenAI Python Library

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04

Analyzing Text Data

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05

Analyzing Structured Data

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06

Analyzing Images and Videos

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07

Analyzing Audio Data

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08

GPT Alternatives

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09

Optimizing Cost and Quality

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10

Software Frameworks

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© 2025 by Immanuel Trummer.

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