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The Fundamentals of People Analytics
- With Applications in R
Engelsk Hardback
The Fundamentals of People Analytics
- With Applications in R
Engelsk Hardback

478 kr
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Om denne bog
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.

Human capital is an organization''s most important asset. Without the knowledge and skills of people, an organization can accomplish nothing. The acquisition, development, and retention of critical talent has become increasingly more complex and challenging, and organizations are making significant investments to gain a deeper, data-informed understanding of organizational phenomena impacting the bottom line. 

By the end of this book, readers will be able to:
• Design and conduct empirical research
• Query and wrangle data using SQL
• Profile, clean, and analyze data using R
• Apply appropriate statistical and ML models to a range of people analytics use cases
• Package and present analyses to communicate impactful insights to stakeholders
Product detaljer
Sprog:
Engelsk
Sider:
380
ISBN-13:
9783031286735
Indbinding:
Hardback
Udgave:
ISBN-10:
3031286731
Udg. Dato:
9 jul 2023
Længde:
29mm
Bredde:
242mm
Højde:
163mm
Forlag:
Springer International Publishing AG
Oplagsdato:
9 jul 2023
Forfatter(e):
Kategori sammenhænge