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Data Analysis with LLMs: Text, tables, images and sound (In Action)

Posted By: yoyoloit
Date: 30 Apr 2025 03:28:44
Data Analysis with LLMs: Text, tables, images and sound (In Action)

Data Analysis with LLMs
by Immanuel Trummer
English | 2025 | ISBN: 1633437647 | 232 pages | True/Retail EPUB | 13.53 MB


Speed up common data science tasks with AI assistants like ChatGPT and Large Language Models (LLMs) from Anthropic, Cohere, Open AI, Google, Hugging Face, and more!
Data Analysis with LLMs teaches you to use the new generation of AI assistants and Large Language Models (LLMs) to aid and accelerate common data science tasks.

Learn how to use LLMs to:
  • Analyze text, tables, images, and audio files
  • Extract information from multi-modal data lakes
  • Classify, cluster, transform, and query multimodal data
  • Build natural language query interfaces over structured data sources
  • Use LangChain to build complex data analysis pipelines
  • Prompt engineering and model configuration

    All practical, Data Analysis with LLMs takes you from your first prompts through advanced techniques like creating LLM-based agents for data analysis and fine-tuning existing models. You'll learn how to extract data, build natural language query interfaces, and much more.

    About the technology

    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.

    About the book

    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 OpenAI's Python library, tools like LangChain and LlamaIndex, 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.

    What's inside
  • Classify, cluster, transform, and query multimodal data
  • Build natural language query interfaces over structured data sources
  • Create LLM-based agents for autonomous data analysis
  • Prompt engineering and model configuration

    About the reader

    For data scientists and data analysts who know the basics of Python.

    About the author

    Immanuel Trummer is an associate professor of computer science at Cornell University and a member of the Cornell Database Group.

    Table of Contents

    Part 1
    1 Analyzing data with large language models
    2 Chatting with ChatGPT
    Part 2
    3 The OpenAI Python library
    4 Analyzing text data
    5 Analyzing structured data
    6 Analyzing images and videos
    7 Analyzing audio data
    Part 3
    8 GPT alternatives
    9 Optimizing cost and quality
    10 Software frameworks

    For more quality books vist My Blog.


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