Książka Predictive Analytics in Human Resource Management Nijjer

Predictive Analytics in Human Resource Management

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 9-15 dni
301.77
This volume is a step-by-step guide to implementing predictive data analytics in human resource mana...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2020
strony
216
EAN
9780367460860
ISBN
0367460866
Enbook ID
32875787
Waga
370
Wymiary
233 x 155 x 18

Pełny opis

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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