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Predictive Analytics in Human Resource Management A Hands on Approach 1st Edition by Shivinder Nijjer, Sahil Raj ISBN 9780367903213 0367903210

Name: Predictive Analytics in Human Resource Management A Hands on Approach 1st Edition by Shivinder Nijjer, Sahil Raj ISBN 9780367903213 0367903210
SKU: EB-33353986
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Predictive Analytics in Human Resource Management A Hands on Approach 1st Edition Shivinder Nijjer Digital Instant Download

Author(s): Shivinder Nijjer, Sahil Raj

ISBN(s): 9780367903213, 0367903210

Edition: 1

File Details: PDF, 10.04 MB

Year: 2020

Language: English

SKU: EB-33353986 Category: Business & Economics - Management & Leadership Tags: Sahil Raj, Shivinder Nijjer

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Predictive Analytics in Human Resource Management A Hands on Approach 1st Edition by Shivinder Nijjer, Sahil Raj – Ebook PDF Instant Download/Delivery: 9780367903213, 0367903210
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Product details:

ISBN 10: 0367903210
ISBN 13: 9780367903213
Author: Shivinder Nijjer, Sahil Raj

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 1st Edition Table of contents:

1 Analytics in HRM

2 Looking for data

3 Modelling the business problem

4 Predictive analytics tools and techniques

5 Evaluation of analytical outcomes

6 Predictive HR analytics in recruitment and selection

7 Predictive HR analytics in turnover and separation

8 Predictive HR analytics in other areas of HRM

9 Emerging trends in predictive HR analytics

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Tags: Shivinder Nijjer, Sahil Raj, Predictive Analytics, Human Resource Management