Introducing HR Analytics with Machine Learning

Name: Introducing HR Analytics with Machine Learning
Brand: Springer Nature Switzerland AG
SKU: 9783030676254
Price: 718.5 RON
Availability: InStock

Autor: Christopher M. Rosett

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Legare: Copertă tare

Editura: Springer Nature Switzerland AG

Disponibilitate: În depozitul extern

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This book directly addresses the explosion of literature about leveraging analytics with employee da...

Informații despre carte

Autor

Christopher M. Rosett

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2021

Pagini

280

EAN

9783030676254

ISBN

3030676250

Enbook ID

36519990

Editura

Springer Nature Switzerland AG

Greutate

588

Dimensiuni

160 x 241 x 21

Descriere completă

This book directly addresses the explosion of literature about leveraging analytics with employee data and how organizational psychologists and practitioners can harness new information to help guide positive change in the workplace. In order for today's organizational psychologists to successfully work with their partners they must go beyond behavioral science into the realms of computing and business acumen. Similarly, today's data scientists must appreciate the unique aspects of behavioral data and the special circumstances which surround HR data and HR systems. Finally, traditional HR professionals must become familiar with research methods, statistics, and data systems in order to collaborate with these new specialized partners and teams. Despite the increasing importance of this diversity of skill, many organizations are still unprepared to build teams with the comprehensive skills necessary to have high performing HR Analytics functions. And importantly, all these considerations are magnified by the introduction and acceleration of machine learning in HR. This book will serve as an introduction to these areas and provide guidance on building the connectivity across domains required to establish well-rounded skills for individuals and best practices for organizations when beginning to apply advanced analytics to workforce data. It will also introduce machine learning and where it fits within the larger HR Analytics framework by explaining many of its basic tenets and methodologies. By the end of the book, readers will understand the skills required to do advanced HR analytics well, as well as how to begin designing and applying machine learning within a larger human capital strategy.

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