{"product_id":"predictive-analytics-in-human-resource-management-a-hands-on-approach-paperback","title":"Predictive Analytics in Human Resource Management: A Hands-On Approach - Paperback","description":"\u003cp\u003eby \u003cb\u003eShivinder Nijjer\u003c\/b\u003e (Author), \u003cb\u003eSahil Raj\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003c\/p\u003e\u003cp\u003eThe book: \u003c\/p\u003e\u003cul\u003e \u003cli\u003ePresents key concepts and expands on the need and role of HR analytics in business management.\u003c\/li\u003e \u003cli\u003eUtilises 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.\u003c\/li\u003e \u003cli\u003eDiscusses real-world corporate examples and employee data collected first-hand by the authors.\u003c\/li\u003e \u003cli\u003eIncludes individual chapter exercises and case studies for students and teachers.\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eComprehensive 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.\u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eShivinder Nijjer is a faculty member at Chitkara Business School, Chitkara University, Punjab, India. She has also previously worked as a software engineer with Infosys Technologies Limited. She has a PhD in predictive analytics and has contributed extensively to publications in the field of management information systems and business analytics. She has published various research articles in eminent ABDC-ranked and Scopus Indexed Journals. She is also a reviewer for Scopus indexed journals. She has also been actively involved in designing and delivery of analytics courses for students.\u003c\/p\u003e\u003cp\u003eSahil Raj is a faculty member at School of Management Studies, Punjabi University, Patiala, India. He has a PhD in information systems and has previously worked with Ranbaxy Laboratories. His recent publications include \u003ci\u003eManagement Information Systems \u003c\/i\u003e(2017) and \u003ci\u003eBusiness Analytics \u003c\/i\u003e(2015). He has also published numerous research papers, and is a reviewer and on the editorial board of many national and international journals. He has been invited as an expert speaker and trainer in analytics by various national institutions.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 216\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.6 x 9.2 x 6.1 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 04, 2020\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":42729188655167,"sku":"9780367460860","price":134.11,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0105\/8226\/1823\/files\/9eb106dbb8f3aa6693675c88d02e9368.webp?v=1765121291","url":"https:\/\/dhlswag.com\/products\/predictive-analytics-in-human-resource-management-a-hands-on-approach-paperback","provider":"BBB","version":"1.0","type":"link"}