EAN: 9783031286766

THE FUNDAMENTALS OF PEOPLE ANALYTICS - CRAIG ST...

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

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