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Predictive Analytics in Human Resource Management

Predictive Analytics in Human Resource Management

Sahil Raj / Shivinder Nijjer

92,25 €
IVA incluido
Disponible
Editorial:
Taylor & Francis Ltd
Año de edición:
2020
Materia
Toma de decisiones en la gestión de empresas
ISBN:
9780367460860
92,25 €
IVA incluido
Disponible

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Sobre IBD

This volume is a step-by-step guide to implementing predictive data analytics in human resource management (HRM). It demonstrates how to apply and predict various HR outcomes which have an organisational impact, to aid in strategising and better decision-making. The book: Presents key concepts and expands on the need and role of HR analytics in business management. Utilises popular analytical tools like artificial neural networks (ANNs) and K-nearest neighbour (KNN) to provide practical demonstrations through R scripts for predicting turnover and applicant screening. Discusses real-world corporate examples and employee data collected first-hand by the authors. Includes individual chapter exercises and case studies for students and teachers. Comprehensive and accessible, this guide will be useful for students, teachers, and researchers of data analytics, Big Data, human resource management, statistics, and economics. It will also be of interest to readers interested in learning more about statistics or programming.

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Otros libros del autor

  • Predictive Analytics in Human Resource Management
    Sahil Raj / Shivinder Nijjer
    This volume is a step by step guide to implementing predictive data analytics in human resource management (HRM). It demonstrates how to apply and predict various HR outcomes which have an organizational impact, to aid in strategizing and better decision making. ...