Name: Data Analysis with LLMs
SKU: 264869
Price: 719 SEK
Availability: InStock
Author: Immanuel Trummer
ISBN: 9781633437647

20% rabatt med Storytel
Du handlar alltid fysiska böcker till specialpriser om du har eller startar ett abonnemang.
Frakt från 0 kr för dig med Storytel
Snabb leverans med CityMail, Instabox, Budbee, PostNord eller DSV. Du ser alla fraktalternativ och priser i kassan.

Om boken

Data Analysis with LLMs – Immanuel Trummer | Storytel Books

Om boken

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

Om boken

Om boken

Om boken

Om boken

Om boken

Data Analysis with LLMs

Om boken

Om boken

Data Analysis with LLMs

Data Analysis with LLMs

Om boken

Prova Storytel och få rabatt på fysiska böcker

Om boken

Liknande böcker

Mer inom AI & maskininlärning

Specifikation

Om boken

Specifikation

Om boken

Specifikation

Om boken

Specifikation

Om boken

Specifikation

Om boken

Specifikation

Om boken

Specifikation

Om boken

Specifikation

Om boken

Prova Storytel och få rabatt på fysiska böcker

Specifikation

Om boken