July 2024
Intermediate to advanced
214 pages
5h 48m
Chinese
Overview
数据分析领域看似令人生畏，但你可以借助Excel这一“神奇的跳板”，轻松跃入数据分析领域。通过这本实践指南，Excel用户将轻松学会数据分析师常用的语言，在面对复杂的数据分析任务时做到胸有成竹。读完本书后，你将能够使用Python和R进行探索性数据分析和假设检验。
本书首先利用Excel帮助你理解概率分布、相关性、线性回归等统计学知识，然后分别展示如何将这些知识迁移到Python和R中。通过使用本书介绍的工具和框架，你将能够很好地掌握继续学习高级数据分析技术的窍门。
本书的阅读路线如下。
- Excel数据分析基础：使用Excel检验变量之间的关系，并将统计学和数据分析中的重要概念可视化。
- 从Excel到R：将你在Excel中学到的数据分析知识迁移到R中。
- 从Excel到Python：将你在Excel中学到的数据分析知识迁移到Python中，并对照R进行完整的数据分析。
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