finelybook
Python 3 Data Visualization Using ChatGPT / GPT-4 (MLI Generative AI Series)
by 作者: Oswald Campesato (Author)
Publisher Finelybook 出版社: Mercury Learning and Information
Publication Date 出版日期: 2023-12-13
Language 语言: English
pages 页数: : 296 pages
ISBN-10 书号: 1501522329
ISBN-13 书号: 9781501522321
Book Description
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. FEATURES
- Explores cutting-edge techniques using ChatGPT/GPT-4 in harmony with Python for generating visuals that tell more compelling data stories
- Contains detailed tutorials that guide you through the creation of complex visuals
- Tackles actual data scenarios and builds your expertise as you apply learned concepts to real datasets
- Features data manipulation and cleaning with Pandas to prepare flawless datasets ready for visualization
- Includes companion files with source code, data sets, and figures
About the Author
Oswald Campesato specializes in Deep Learning, Python, and GPT-4. He is the author/co-author of over forty books including Python 3 Using ChatGPT / GPT-4, NLP for Developers, and Artificial Intelligence, Machine Learning and Deep Learning (all Mercury Learning).
Table of contents
AUTHORS
KEYWORDS
1: Introduction to Python
2: Introduction to NumPy
3: Pandas and Data Visualization
4: Pandas and SQL
5: Matplotlib and Visualization
6: Seaborn for Data Visualization
7: ChatGPT and GPT-4
8: ChatGPT and Data Visualization
Index
