Title

Login

Join

Book's by Shivinder Nijjer

Covers

List

Predictive Analytics in Human Resource Management

A Hands-on Approach

By: Shivinder Nijjer,Sahil Raj

Write a review Read reviews Take a Quiz Solve Book Puzzle

Predictive Analytics in Human Resource Management

A Hands-on Approach

By: 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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

199

Publisher

Taylor & Francis

Published Date

ISBN 10

1000208133

ISBN 13

9781000208139

Predictive Analytics in Human Resource Management

A Hands-on Approach

By: Shivinder Nijjer,Sahil Raj

Write a review Read reviews Take a Quiz Solve Book Puzzle

Predictive Analytics in Human Resource Management

A Hands-on Approach

By: 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.

Average ratings

N/A

5

0%

4

0%

3

0%

2

0%

1

0%

Solve jigsaw puzzle

Age

Page Count

260

Publisher

Routledge Chapman & Hall

Published Date

ISBN 10

0367903210

ISBN 13

9780367903213