Data Mining, Machine Learning and Data Science for Practitioners
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Köp båda 2 för 733 krDr. Dursun Delen holds the William S. Spears Endowed Chair in Business Administration, Patterson Family Endowed Chair in Business Analytics, Director of Research for the Center for Health Systems Innovation, and Regents Professor of Management Science and Information Systems in the Spears School of Business at Oklahoma State University (OSU). As research scientist at Knowledge Based Systems Inc., he led advanced analytics, decision support and information systems research projects funded by DoD, NASA, NIST and DOE. His books include Real World Data Mining: Applied Business Analytics and Decision Making and Advanced Data Mining Techniques. Dr. Delen is editor-in-chief for the Journal of Business Analytics, AI in Business, and International Journal of Experimental Algorithms; senior editor for Decision Support Systems and Decision Sciences, and associate editor for Journal of Business Research, Decision Analytics, and International Journal of RF Technologies. He co-chaired the 4th International Conference on Network Computing and Advanced Information Management.
Previous Edition's Table of Contents: Foreword viii Chapter 1: Introduction to Analytics 1 Chapter 2: Introduction to Data Mining 31 Chapter 3: The Data Mining Process 67 Chapter 4: Data and Methods in Data Mining 93 Chapter 5: Data Mining Algorithms 141 Chapter 6: Text Analytics and Sentiment Analysis 183 Chapter 7: Big Data Analytics 231 Index 265