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Predictive Analytics in Human Resource Management - A Hands-on Approach (Paperback)
Loot Price: R1,581
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Predictive Analytics in Human Resource Management - A Hands-on Approach (Paperback)
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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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