Data storytelling with Generative AI
using Python and Altair
Seiten
2024
|
1. Auflage
Manning Publications (Verlag)
978-1-63343-792-0 (ISBN)
Manning Publications (Verlag)
978-1-63343-792-0 (ISBN)
After you've crunched, sliced, and organized your data behind the scenes, you need to present it in a way that tells a story. With Python's Altair library and generative AI tools like Copilot and ChatGPT, it's never been easier to create intuitive data presentations.
Great data presentations tell a story. Learn how to organize, visualize, and present data using Python, generative AI, and the cutting-edge Altair data analysis toolkit.
After you've crunched, sliced, and organized your data behind the scenes, you need to present it in a way that tells a story. With Python's Altair library and generative AI tools like Copilot and ChatGPT, it's never been easier to create intuitive data presentations.
In Data Storytelling with Generative AI you'll discover:
Using Python Altair for data visualization
Using Generative AI tools for data storytelling
The main concepts of data storytelling
Building data stories with the DIKW pyramid approach
Transforming raw data into a data story
Data Storytelling with Generative AI teaches you how to turn raw data into effective, insightful data stories. You'll learn exactly what goes into an effective data story, then combine your Python data skills with the Altair library and AI tools to rapidly create amazing visualizations. Your bosses and decision-makers will love your new presentations—and you'll love how quick Generative AI makes the whole process!
Great data presentations tell a story. Learn how to organize, visualize, and present data using Python, generative AI, and the cutting-edge Altair data analysis toolkit.
After you've crunched, sliced, and organized your data behind the scenes, you need to present it in a way that tells a story. With Python's Altair library and generative AI tools like Copilot and ChatGPT, it's never been easier to create intuitive data presentations.
In Data Storytelling with Generative AI you'll discover:
Using Python Altair for data visualization
Using Generative AI tools for data storytelling
The main concepts of data storytelling
Building data stories with the DIKW pyramid approach
Transforming raw data into a data story
Data Storytelling with Generative AI teaches you how to turn raw data into effective, insightful data stories. You'll learn exactly what goes into an effective data story, then combine your Python data skills with the Altair library and AI tools to rapidly create amazing visualizations. Your bosses and decision-makers will love your new presentations—and you'll love how quick Generative AI makes the whole process!
Angelica Lo Duca is a researcher at the Institute of Informatics and Telematics of the National Research Council, Italy. She is also an external professor of Data Journalism at the University of Pisa. She has published more than 40 scientific papers at national and international conferences and journals.
| Erscheinungsdatum | 19.09.2024 |
|---|---|
| Verlagsort | New York |
| Sprache | englisch |
| Maße | 187 x 235 mm |
| Gewicht | 299 g |
| Einbandart | kartoniert |
| Themenwelt | Informatik ► Datenbanken ► Data Warehouse / Data Mining |
| Mathematik / Informatik ► Informatik ► Programmiersprachen / -werkzeuge | |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| ISBN-10 | 1-63343-792-2 / 1633437922 |
| ISBN-13 | 978-1-63343-792-0 / 9781633437920 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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