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Data Storytelling with Python Altair and Generative AI (MEAP v2) - Angelica Lo Duca 2023 PDF | EPUB Manning Publications BOOKS PROGRAMMING
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Data Storytelling with Python Altair and Generative AI (MEAP v2)
Author: Angelica Lo Duca
Year: 2023
Number of pages: 182
Format: PDF | EPUB
File size: 27.0 MB
Language: ENG

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. Data Storytelling with Python Altair and Generative AI is the fast track to data presentations that inspire your audience and move them to action. Throughout the book, you’ll 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, you’ll see how tools like Copilot, ChatGPT, and DALL-E rapidly increase your productivity and streamline the visualization process. For data analysts and data scientists experienced with Python. No previous knowledge of Altair or Generative AI required.

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