The Fundamentals of People Analytics: With Applications in R

The Fundamentals of People Analytics: With Applications in R

简介:

人员分析 (也称为人力资源分析或劳动力分析) 是指结合其他公司数据对人力资源 (人力资本) 数据进行分析。人员分析基于社会心理学,动机心理学和行为科学以及商业智能,预测分析和大数据等研究领域。这本开放获取的书准备当前和有抱负的分析专业人员,通过策划跨越整个分析生命周期的关键概念,以及使用无处不在且免费提供的开源软件,为他们的应用程序解决实际问题提供分步说明,从而有效地满足这一需求。本书不假设统计学的先验知识,如何查询数据库或如何编写高性能代码; 早期章节包括R和SQL的介绍以及统计基础的概述。

英文简介:

People Analytics (also known as HR Analytics or Workforce Analytics) refers to the analysis of data from human resources (human capital) in conjunction with other company data. People Analytics is based on research fields such as social psychology, motivational psychology and behavioral science as well as business intelligence, predictive analytics and big data.

This open access book prepares current and aspiring analytics professionals to effectively address this need by curating key concepts spanning the entire analytics lifecycle, along with step-by-step instructions for their applications to real-world problems, using ubiquitous and freely available open-source software.

This book does not assume prior knowledge of statistics, how to query databases, or how to write performant code; early chapters include an introduction to R and SQL as well as an overview of statistical foundations.

书名
The Fundamentals of People Analytics: With Applications in R
译名
人员分析的基础知识:及其在 R 中的应用
语言
英语
年份
2023
页数
386页
大小
9.23 MB
下载
pdf iconThe Fundamentals of People Analytics: With Applications in R.pdf
密码
65536

最后更新:2025-04-12 23:57:40

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