Using R in HR Analytics A Practical Guide to Analysing People Data
Auteur:
Edition:
enCouverture rigide978139861827503 octobre 2024480 pages
Résumé
Understand how to use R and R Studio to analyse HR data and deliver insights that drive workforce and business performance.
Confidently analyse your organization's HR data using R and R Studio to gain insights that improve people strategy and business decision-making. Effective use of HR data has the power to transform a business. However, this is only possible if HR practitioners have the knowledge, skills and confidence to analyse the data and to draw evidence-based insights from it. This book is the practical guide that HR professionals need. Through worked examples, this book shows readers how to carry out and interpret analyses of HR data in areas such as recruitment, performance, employee engagement and diversity. People professionals are then shown how to use the results to develop robust people strategies and to support more effective evidence-based decision-making. Using R in HR Analytics provides a thorough grounding in the differences between descriptive reporting and predictive analytics as well as the methods and measures used to identify the validity of results. There is also expert guidance on the role of artificial intelligence, machine learning and large language modelling on HR analytics. Written for HR professionals at any level, there is essential coverage of data privacy and the ethical considerations of using people data. Online resources include sample datasets to allow readers to practice analysing HR data.
Confidently analyse your organization's HR data using R and R Studio to gain insights that improve people strategy and business decision-making. Effective use of HR data has the power to transform a business. However, this is only possible if HR practitioners have the knowledge, skills and confidence to analyse the data and to draw evidence-based insights from it. This book is the practical guide that HR professionals need. Through worked examples, this book shows readers how to carry out and interpret analyses of HR data in areas such as recruitment, performance, employee engagement and diversity. People professionals are then shown how to use the results to develop robust people strategies and to support more effective evidence-based decision-making. Using R in HR Analytics provides a thorough grounding in the differences between descriptive reporting and predictive analytics as well as the methods and measures used to identify the validity of results. There is also expert guidance on the role of artificial intelligence, machine learning and large language modelling on HR analytics. Written for HR professionals at any level, there is essential coverage of data privacy and the ethical considerations of using people data. Online resources include sample datasets to allow readers to practice analysing HR data.
Spécifications produit
Contenu
Langue
en
Version
Couverture rigide
Date de sortie initiale
03 octobre 2024
Nombre de pages
480
Informations sur le fabricant
Informations sur le fabricant
Les informations du fabricant ne sont actuellement pas disponibles
Autres spécifications
Hauteur de l'emballage
30 mm
Largeur d'emballage
156 mm
Largeur du produit
156 mm
Longueur d'emballage
234 mm
Longueur du produit
234 mm
Poids de l'emballage
1000 g
EAN
EAN
9781398618275
Sécurité des produits
Opérateur économique responsable dans l’UE
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