May 2025
Intermediate to advanced
578 pages
8h 9m
Chinese
Overview
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使用 R 将数据转化为洞察、知识和理解。通过这本实用书籍，有志于成为数据科学家的读者将学习如何使用 R 和 RStudio 进行数据科学工作，并掌握 tidyverse——一个旨在协同工作以使数据科学快速、流畅且有趣的 R 包集合。即使您没有编程经验，这本更新版书籍也能让您快速掌握数据科学。
您将学会如何导入、转换和可视化数据，并有效传达结果。您还将获得对数据科学生命周期和管理细节所需基本工具的全面、宏观理解。本书更新了tidyverse的最新功能和最佳实践，新增章节展示了如何从电子表格、数据库和网站获取数据。练习题帮助您在学习过程中巩固所学知识。
您将学会如何：
- 可视化：创建用于数据探索和结果沟通的图表
- 转换：识别变量类型并掌握相关处理工具
- 导入：将数据导入R并以适合分析的格式存储
- 编程：学习使用 R 工具以更清晰、更轻松的方式解决数据问题
- 沟通：使用Quarto将文字、代码和结果进行整合
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