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 youve crunched, sliced, and organized your data behind the scenes, you need to present it in a way that tells a story. With Pythons Altair library and generative AI tools like Copilot and ChatGPT, its never been easier to create intuitive data presentations.
In
Data Storytelling with Generative AI youll 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. Youll 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 presentationsand youll love how quick Generative AI makes the whole process!
Purchase of the print book includes a free eBook in PDF and ePub formats from Manning Publications.
About the book Data Storytelling with Generative AI is the fast track to data presentations that inspire your audience and move them to action. Throughout the book, youll be guided by the principles of the DIKW (Data, Information, Knowledge, Wisdom) pyramid: a methodology that is the backbone of leading data management systems. Each chapter takes you hands-on with a new interesting data story, from tourist arrivals in Portugal to population growth in the USA. At every stage, youll see how tools like Copilot, ChatGPT, and DALL-E rapidly increase your productivity and streamline the visualization process.
About the reader For data analysts and data scientists experienced with Python. No previous knowledge of Altair or Generative AI required.
About the author 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.
