TY - GEN AU - Shmueli, Galit TI - Machine learning for business analytics: concepts, techniques and applications in rapidminer SN - 9781119828792 U1 - 658.403 PY - 2023/// CY - Hoboken PB - John Wiley KW - Business data processing KW - Data mining KW - Machine learning KW - Rapidminer KW - Business analytics N2 - Machine Learning for Business Analytics: Concepts, Techniques and Applications in RapidMiner provides a comprehensive introduction and an overview of this methodology. This best-selling textbook covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, rule mining, recommendations, clustering, text mining, experimentation and network analytics. Along with hands-on exercises and real-life case studies, it also discusses managerial and ethical issues for responsible use of machine learning techniques ER -