MLI Generative AI Series Series

Python 3 Data Visualization Using ChatGPT / GPT-4

Paperback
December 2023
9781501522321
More details
  • Publisher
    Mercury Learning and Information
  • Published
    13th December 2023
  • ISBN 9781501522321
  • Language English
  • Pages 296 pp.
  • Size 6" x 9"
$54.99
Lib E-Book

Library E-Books

We are signed up with aggregators who resell networkable e-book editions of our titles to academic libraries. These editions, priced at par with simultaneous hardcover editions of our titles, are not available direct from Stylus.

These aggregators offer a variety of plans to libraries, such as simultaneous access by multiple library patrons, and access to portions of titles at a fraction of list price under what is commonly referred to as a "patron-driven demand" model.

December 2023
9781501518805
More details
  • Publisher
    Mercury Learning and Information
  • Published
    12th December 2023
  • ISBN 9781501518805
  • Language English
  • Pages 296 pp.
  • Size 6" x 9"
$155.00
E-Book

E-books are now distributed via RedShelf or VitalSource

You will choose the vendor in the cart as part of the check out process. These vendors offer a more seamless way to access the ebook, and add some great new features including text-to-voice. You own your ebook for life, it is simply hosted on the vendors website, working much like Kindle and Nook. Click here to see more detailed information on this process.

December 2023
9781501518850
More details
  • Publisher
    Mercury Learning and Information
  • Published
    12th December 2023
  • ISBN 9781501518850
  • Language English
  • Pages 296 pp.
  • Size 6" x 9"
$54.99

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

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

Oswald Campesato

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).

programming; data visualization; Python; NumPy; Matplotlib; graphics; data science; data analytics