Data Analytics

Predictive Analytics in Human Resource Management : A Hands-on Approach

Name: Predictive Analytics in Human Resource Management : A Hands-on Approach
Brand: Routledge India
SKU: 9780367460860
Price: 7724.00 INR
Availability: InStock
ISBN: 9780367460860

Contributor(s): Nijjer, Shivinder Author , Raj, Sahil Author Format: Paperback

Paperback · ISBN 9780367460860

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Key Specifications

ISBN	9780367460860
Publisher	Routledge India
Publication date	December 2020
Language	English
MRP	£54.99 GBP
Page count	238
Item weight	75 g

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.

Predictive Analytics in Human Resource Management : A Hands-on Approach

Key Specifications

Nijjer, Shivinder Author

Raj, Sahil Author

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