Data Analysis with Llms: Text, Tables, Images and Sound
Language: English
Published by Manning Publications, 2025
- Softcover
- New

Seller: Brook Bookstore On Demand, Napoli, NA, ItalyBrook Bookstore On Demand
AbeBooks seller since October 11, 2022
Condition: New
US$ 65.43
Quantity: 4 available
Add to basketSeller Inventory # 7JUCQ1Z9LC
- Title
- Data Analysis with Llms: Text, Tables, Images and Sound
- Author
- Trummer, Immanuel
- Publisher
- Manning Publications
- Publication year
- 2025
- Condition
- new
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 1633437647
- ISBN 13
- 9781633437647
- Item weight
- 0.45 kilograms
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
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
Brook Bookstore On Demand
Napoli, NA, Italy
AbeBooks seller since October 11, 2022
Shipping rates from Italy to U.S.A.
| Item | 25 to 40 business days | 60 to 60 business days |
|---|---|---|
| First item | US$ 6.18 | US$ 574.29 |
Payment methods
Store description
Account dedicated to Print on Demand titles. Brook Bookstore offers a wide selection of books with a continuously updated catalog and fast shipments all over the world. We hold distribution rights with all of the publishers we promote and are in continuous search of new interesting titles to propose to our customers. We are part of Brandon Group SRL (an Italian company) and all of the orders are shipped from Europe. Depending on availability orders will be picked from our different warehouses. CONTACT US If you have any questions please do not hesitate to contact us sending a message to our store. We have a well prepared customer service team who will be happy to assist you. Our working hours are from Monday to Friday from 9:30 to 18:30 (CET, UTC +1) so messages received during the weekends might be responded with a slight delay but we guarantee you will get back to you as soon as possible. RETURNS If you want to return your order, please submit your request through Abebooks platform. Returns requests are managed case by case by our team and always in line with Abebooks policies: AbeBooks’ Return Policy guarantees that you can return any book for a refund within 30 days, when the return is due to an error on the bookseller’s part. When the motive of the return is not due to an error of the seller it is up to Brook Bookstore to accept the return or else after studying the case. CANCELLATION You can send a cancellation request to our customer service team while the package has not yet been shipped. After that we cannot ensure we can retrieve the parcel but we suggest you to get in touch with us in order to verify the case. INVOICE You can request the invoice to be issued together with the shipment of the order or, at the latest, in the same month of the shipment. …
Specialty
Print on DemandSeller's business information
Brandon Group S.R.L.
Via Vannella Gaetani 27, Brandon Group
Napoli, NA Italy 80121
Terms of sale
Account dedicated to Print on Demand titles.
CANCELLATION
You can send a cancellation request from the order page while the package has not yet been shipped. After that we cannot ensure we can retrieve the parcel but we suggest you to get in touch with us in order to verify the case.
INVOICE
You can request the invoice to be issued together with the shipment of the order or, at the latest, in the same month of the shipment.
RETURNS
If you want to return your order, please contact us for authorization or place a request on the order page. Orders returned without authorization may not be credited.
If your order presents damages or any other issue on arrival we must be advised of this within 14 days of delivery in order to find the most suitable solution for you.
Returns for Brook Bookstore (Brandon Group SRL) are only accepted in the following addresses:
Return address in the United Kingdom:
MHI
(c/o BR Books)
82 Feeder Road
Bristol
BS2 0TQ
UK
Return address in Italy (for all EU countries):
Brandon Group c/o TWS
Via Trento, 9
20067 Tribiano (MI) – Italy
Return address in Japan:
Brandon Group JP
c/o Windows, Inc.
Mr. Jiro Asami
2-12-7-504 Oshiage, Sumida-ku
Tokyo 131-0045 Japan
Return address in the USA:
TruLogic- EZI - Brook Bookstore
5401 NW 72nd ave
MIami FL 33166-4941
Return address in Australia:
Active - Ezi - - Brook Bookstore
2/2-4 Federation Way,
Moorabbin Airport
Mentone, 3194
Victoria
AUSTRALIA
Return address in Canada:
No3rd - Ezi - - Brook Bookstore
520 Ave Lepine
Dorval QC H9P 2V6
CANADA
Return address in Mexico:
Chronos - EZI - Brook Bookstore
Calle Duba 112
Parque industrial Logistik II
79526 Villa de Reyes
San Luis Potosi
*For returns from other areas please contact us in order to provide further assistance.