Python 3 and Data Visualization Using ChatGPT /GPT-4 / / Oswald Campesato.
This book is designed to show readers the concepts of Python 3 programming and the art of data visualization. It also explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories. Chapter 1 introduces the essentials of Pyth...
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Place / Publishing House: | Dulles, VA : : Mercury Learning and Information, , [2023] ©2023 |
Year of Publication: | 2023 |
Language: | English |
Series: | MLI Generative AI Series
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Physical Description: | 1 online resource (296 p.) |
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Campesato, Oswald, author. aut http://id.loc.gov/vocabulary/relators/aut Python 3 and Data Visualization Using ChatGPT /GPT-4 / Oswald Campesato. Dulles, VA : Mercury Learning and Information, [2023] ©2023 1 online resource (296 p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda MLI Generative AI Series Frontmatter -- Contents -- Preface -- Chapter 1: Introduction to Python -- Chapter 2: Introduction to NumPy -- Chapter 3: Pandas and Data Visualization -- Chapter 4: Pandas and SQL -- Chapter 5: Matplotlib and Visualization -- Chapter 6: Seaborn for Data Visualization -- Chapter 7: ChatGPT and GPT-4 -- Chapter 8: ChatGPT and Data Visualization -- Index restricted access http://purl.org/coar/access_right/c_16ec online access with authorization star This book is designed to show readers the concepts of Python 3 programming and the art of data visualization. It also explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories. Chapter 1 introduces the essentials of Python, covering a vast array of topics from basic data types, loops, and functions to more advanced constructs like dictionaries, sets, and matrices. In Chapter 2, the focus shifts to NumPy and its powerful array operations, leading into data visualization using prominent libraries such as Matplotlib. Chapter 6 includes Seaborn's rich visualization tools, offering insights into datasets like Iris and Titanic. Further, the book covers other visualization tools and techniques, including SVG graphics, D3 for dynamic visualizations, and more. Chapter 7 covers information about the main features of ChatGPT and GPT-4, as well as some of their competitors. Chapter 8 contains examples of using ChatGPT in order to perform data visualization, such as charts and graphs that are based on datasets (e.g., the Titanic dataset). Companion files with code, datasets, and figures are available for downloading. From foundational Python concepts to the intricacies of data visualization, this book is ideal for Python practitioners, data scientists, and anyone in the field of data analytics looking to enhance their storytelling with data through visuals. It's also perfect for educators seeking material for teaching advanced data visualization techniques. Issued also in print. Mode of access: Internet via World Wide Web. In English. Description based on online resource; title from PDF title page (publisher's Web site, viewed 02. Jun 2024) COMPUTERS / Programming / General. bisacsh programming, data visualization, Python, NumPy, Matplotlib, graphics, data science, data analytics. Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English 9783111319292 Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 9783111318912 ZDB-23-DGG Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2023 English 9783111319124 Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2023 9783111318165 ZDB-23-DEI Title is part of eBook package: De Gruyter MLI AI COLLECTION 9783111573533 Title is part of eBook package: De Gruyter MLI ASEE STEM eBook-Package 2024 9783111564340 Title is part of eBook package: De Gruyter MLI and ITGP STEM IT PACKAGE 9783111574073 Title is part of eBook package: De Gruyter Sciendo All Ebooks Trial Collection 2024 9783111502496 EPUB 9781501518850 print 9781501522321 https://doi.org/10.1515/9781501518805 https://www.degruyter.com/isbn/9781501518805 Cover https://www.degruyter.com/document/cover/isbn/9781501518805/original |
language |
English |
format |
eBook |
author |
Campesato, Oswald, Campesato, Oswald, |
spellingShingle |
Campesato, Oswald, Campesato, Oswald, Python 3 and Data Visualization Using ChatGPT /GPT-4 / MLI Generative AI Series Frontmatter -- Contents -- Preface -- Chapter 1: Introduction to Python -- Chapter 2: Introduction to NumPy -- Chapter 3: Pandas and Data Visualization -- Chapter 4: Pandas and SQL -- Chapter 5: Matplotlib and Visualization -- Chapter 6: Seaborn for Data Visualization -- Chapter 7: ChatGPT and GPT-4 -- Chapter 8: ChatGPT and Data Visualization -- Index |
author_facet |
Campesato, Oswald, Campesato, Oswald, |
author_variant |
o c oc o c oc |
author_role |
VerfasserIn VerfasserIn |
author_sort |
Campesato, Oswald, |
title |
Python 3 and Data Visualization Using ChatGPT /GPT-4 / |
title_full |
Python 3 and Data Visualization Using ChatGPT /GPT-4 / Oswald Campesato. |
title_fullStr |
Python 3 and Data Visualization Using ChatGPT /GPT-4 / Oswald Campesato. |
title_full_unstemmed |
Python 3 and Data Visualization Using ChatGPT /GPT-4 / Oswald Campesato. |
title_auth |
Python 3 and Data Visualization Using ChatGPT /GPT-4 / |
title_alt |
Frontmatter -- Contents -- Preface -- Chapter 1: Introduction to Python -- Chapter 2: Introduction to NumPy -- Chapter 3: Pandas and Data Visualization -- Chapter 4: Pandas and SQL -- Chapter 5: Matplotlib and Visualization -- Chapter 6: Seaborn for Data Visualization -- Chapter 7: ChatGPT and GPT-4 -- Chapter 8: ChatGPT and Data Visualization -- Index |
title_new |
Python 3 and Data Visualization Using ChatGPT /GPT-4 / |
title_sort |
python 3 and data visualization using chatgpt /gpt-4 / |
series |
MLI Generative AI Series |
series2 |
MLI Generative AI Series |
publisher |
Mercury Learning and Information, |
publishDate |
2023 |
physical |
1 online resource (296 p.) Issued also in print. |
contents |
Frontmatter -- Contents -- Preface -- Chapter 1: Introduction to Python -- Chapter 2: Introduction to NumPy -- Chapter 3: Pandas and Data Visualization -- Chapter 4: Pandas and SQL -- Chapter 5: Matplotlib and Visualization -- Chapter 6: Seaborn for Data Visualization -- Chapter 7: ChatGPT and GPT-4 -- Chapter 8: ChatGPT and Data Visualization -- Index |
isbn |
9781501518805 9783111319292 9783111318912 9783111319124 9783111318165 9783111573533 9783111564340 9783111574073 9783111502496 9781501518850 9781501522321 |
url |
https://doi.org/10.1515/9781501518805 https://www.degruyter.com/isbn/9781501518805 https://www.degruyter.com/document/cover/isbn/9781501518805/original |
illustrated |
Not Illustrated |
doi_str_mv |
10.1515/9781501518805 |
oclc_num |
1425554973 |
work_keys_str_mv |
AT campesatooswald python3anddatavisualizationusingchatgptgpt4 |
status_str |
n |
ids_txt_mv |
(DE-B1597)667984 (OCoLC)1425554973 |
carrierType_str_mv |
cr |
hierarchy_parent_title |
Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2023 English Title is part of eBook package: De Gruyter EBOOK PACKAGE Engineering, Computer Sciences 2023 Title is part of eBook package: De Gruyter MLI AI COLLECTION Title is part of eBook package: De Gruyter MLI ASEE STEM eBook-Package 2024 Title is part of eBook package: De Gruyter MLI and ITGP STEM IT PACKAGE Title is part of eBook package: De Gruyter Sciendo All Ebooks Trial Collection 2024 |
is_hierarchy_title |
Python 3 and Data Visualization Using ChatGPT /GPT-4 / |
container_title |
Title is part of eBook package: De Gruyter EBOOK PACKAGE COMPLETE 2023 English |
_version_ |
1806143909178376192 |
fullrecord |
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