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This book offers an introduction to the topic of data science based on the visual processing of data. It deals with ethical considerations in the digital transformation and presents a process framework for the evaluation of technologies. It also explains special features and findings on the failure of data science projects and presents recommendation systems in consideration of current developments. Machine learning functionality in business analytics tools is compared and the use of a process model for data science is shown. The integration of renewable energies using the example of photovoltaic systems, more efficient use of thermal energy, scientific literature evaluation, customer satisfaction in the automotive industry and a framework for the analysis of vehicle data serve as application examples for the concrete use of data science. The book offers important information that is just as relevant for practitioners as for students and teachers. The Content Introduction to Data Science Systems, tools and methods Applications The target groups IT consultants and management consultants Project managers and project staff Students and teachers of business informatics, computer science and business administration The editors Prof. Dr Thomas Barton is a professor at Worms University of Applied Sciences. His focus is on the development of operational applications, e-business, cloud computing and data science. Prof. Dr Christian Müller is a professor at the Technical University of Wildau. His focus is on operations research, simulation of business processes and internet technologies.

Big data. --- Data mining. --- Electronic data processing. --- ADP (Data processing) --- Automatic data processing --- Data processing --- EDP (Data processing) --- IDP (Data processing) --- Integrated data processing --- Computers --- Office practice --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Database searching --- Data sets, Large --- Large data sets --- Data sets --- Automation --- Artificial intelligence—Data processing. --- Information storage and retrieval systems. --- Business information services. --- Business—Data processing. --- Data Science. --- Information Storage and Retrieval. --- Data Mining and Knowledge Discovery. --- IT in Business. --- Business Informatics. --- Big Data. --- Business --- Business enterprises --- Information services --- Automatic data storage --- Automatic information retrieval --- Automation in documentation --- Computer-based information systems --- Data processing systems --- Data storage and retrieval systems --- Discovery systems, Information --- Information discovery systems --- Information processing systems --- Information retrieval systems --- Machine data storage and retrieval --- Mechanized information storage and retrieval systems --- Computer systems --- Electronic information resources --- Data centers --- Digital libraries --- Information organization --- Information retrieval --- Dades massives --- Processament de dades --- Aprenentatge automàtic --- Mineria de dades

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Serotonin --- Physiological effect. --- Serotonin. --- Synaptic Transmission. --- Neurochemistry. --- Neurochemistries --- Chemistry --- Transmission, Neural --- Transmission, Synaptic --- Neural Transmission --- Neurotransmission --- Neural Conduction --- Synapses --- 3-(2-Aminoethyl)-1H-indol-5-ol --- Enteramine --- Hippophaine --- Hydroxytryptamine --- 5-HT --- 5-Hydroxytryptamine --- 5 Hydroxytryptamine --- Serotonin Syndrome

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The content Digitalization and its influence on the world of work and value creation Business models in transition New approaches in process and project management Innovation in product development and production Analysis and optimization of customer interaction Opportunities and risks of digital transformation, incl. IT security and smart contracts The editors Prof. Dr. Thomas Barton is a professor at Worms University of Applied Sciences. His focus is on the development of operational applications, e-business and digitalization. Prof. Dr. Christian Müller is a professor at the Wildau University of Applied Sciences. His focus is on operations research, simulation of business processes and internet technologies. Prof. Dr. Christian Seel is a professor at Landshut University of Applied Sciences and head of the Institute for Project Management and Information Modeling (IPIM). His focus is on business process management, hybrid project management and mobile computing. This book is a translation of an original German edition. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation.

Database management. --- Business information services. --- Database Management System. --- IT in Business. --- Business --- Digital images. --- Electronic commerce. --- Electronic records. --- Information technology --- Technological innovations. --- Management.