用Altair和AI讲数据故事Angelica Lo Duca

English | 2024 | ISBN: 1633437922 | 386 pages | True EPUB | 37.61 MB

Great data presentations tell a story. Learn how to organize, visualize, and present data using Python, generative AI, and the cutting-edge Altair data visualization toolkit.

Take the fast track to amazing data presentations! Data Storytelling with Altair and AI introduces a stack of useful tools and tried-and-tested methodologies that will rapidly increase your productivity, streamline the visualization process, and leave your audience inspired.

In Data Storytelling with Altair and AI you’ll 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 Altair and AI teaches you how to turn raw data into effective, insightful data stories. You’ll 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 presentations—and you’ll 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 technology Every dataset tells a story. After you’ve cleaned, crunched, and organized the raw data, it’s your job to share its story in a way that connects with your audience. Python’s Altair data visualization library, combined with generative AI tools like Copilot and ChatGPT, provide an amazing toolbox for transforming numbers, code, text, and graphics into intuitive data presentations.

About the book Data Storytelling with Altair and AI teaches you how to build enhanced data visualizations using these tools. The book uses hands-on examples to build powerful narratives that can inform, inspire, and motivate. It covers the Altair data visualization library, along with AI techniques like generating text with ChatGPT, creating images with DALL-E, and Python coding with Copilot. You’ll learn by practicing with each interesting data story, from tourist arrivals in Portugal to population growth in the USA to fake news, salmon aquaculture, and more.

英文| 2024 | ISBN:1633437922 | 386页|真正的EPUB | 37.61 MB大数据演示讲述了一个故事。学习如何使用Python、生成式AI和尖端的Altair数据可视化工具包组织、可视化和呈现数据。 快速获得令人惊叹的数据演示！Altair和AI的数据故事讲述引入了一系列有用的工具和经过测试的方法，这些工具和方法将快速提高您的生产力，简化可视化过程，并让您的受众受到启发。 在Altair和AI的数据故事中，你会发现 •使用Python Altair进行数据可视化•使用生成式AI工具进行数据叙事•数据叙事的主要概念•使用DIKW金字塔方法构建数据故事•将原始数据转换为数据故事 Altair和AI的数据故事告诉你如何将原始数据转化为有效、有见地的数据故事。您将确切地了解一个有效的数据故事的内容，然后将您的Python数据技能与Altair库和AI工具相结合，快速创建令人惊叹的可视化效果。你的老板和决策者会喜欢你的新演示文稿，你也会喜欢Generative AI让整个过程变得如此之快！ 购买纸质书包括曼宁出版公司提供的PDF和ePub格式的免费电子书。 关于技术每个数据集告诉一个故事。在你清理、处理和组织了原始数据之后，你的工作就是以一种与观众联系的方式分享它的故事。Python的Altair数据可视化库与Copilot和ChatGPT等生成性AI工具相结合，为将数字、代码、文本和图形转换为直观的数据表示提供了一个令人惊叹的工具箱。 关于《使用Altair和AI讲数据故事》一书，它教你如何使用这些工具构建增强的数据可视化。这本书使用动手的例子来构建强大的叙事，可以提供信息、启发和激励。它涵盖了Altair数据可视化库，以及使用ChatGPT生成文本、使用DALL-E创建图像和使用Copilot进行Python编码等人工智能技术。您将通过练习每个有趣的数据故事来学习，从葡萄牙的游客人数到美国的人口增长，再到假新闻、鲑鱼养殖等等。

---

Download from free file storage

 Download from ddownload.com  Download from rapidgator.net

---

我要反馈

---

本站不对文件进行储存，仅提供文件链接，请自行下载，本站不对文件内容负责，请自行判断文件是否安全，如发现文件有侵权行为，请联系管理员删除。