TY - BOOK AU - Berthold, Michael R. AU - Borgelt, Christian AU - Hoppner, Frank AU - Klawonn, Frank AU - Silipo, Rosaria TI - Guide to intelligent data science: : how to intelligently make use of real data SN - 9783030455767 U1 - 006.3 BER PY - 2020/// CY - Switzerland: PB - Springer Nature, KW - Artificial intelligence KW - Big data KW - Computational intelligence KW - Data mining N1 - Includes bibliographical references and index N2 - This book approaches big data, artificial intelligence, machine learning, and business intelligence through the lens of Data Science. We have grown accustomed to seeing these terms mentioned time and time again in the mainstream media. However, our understanding of what they actually mean often remains limited. This book provides a general overview of the terms and approaches used broadly in data science, and provides detailed information on the underlying theories, models, and application scenarios. Divided into three main parts, it addresses what data science is; how and where it is used; and how it can be implemented using modern open source software. The book offers an essential guide to modern data science for all students, practitioners, developers and managers seeking a deeper understanding of how various aspects of data science work, and of how they can be employed to gain a competitive advantage ER -