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Kunstliche Intelligenz Und Data Science In Theorie Und Praxis
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Book Synopsis Künstliche Intelligenz und Data Science in Theorie und Praxis by : Andreas Gillhuber
Download or read book Künstliche Intelligenz und Data Science in Theorie und Praxis written by Andreas Gillhuber and published by Springer Spektrum. This book was released on 2023-06-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dieser Sammelband verbindet theoretische Grundlagen und praktische Anwendungen von Künstlicher Intelligenz (KI) und Data Science: Anerkannte Experten stellen in ihren Beiträgen den aktuellen Stand in Forschung und Wirtschaft dar - und bieten so einen einzigartigen Überblick über aktuelle Konzepte und ihre Umsetzung in Unternehmen. Im ersten Teil des Buchs werden die Methoden und Algorithmen skizziert, die sich größtenteils aus einer Kombination von Statistik und Informatik ergeben und auf Verfahren des Maschinellen Lernens (ML) bis hin zu Deep Learning und KI basieren. Im zweiten Teil wird die konzeptionelle Umsetzung in der Praxis skizziert: Hier wird insbesondere aufgezeigt, welche Herausforderungen in der Praxis auftreten - ob nun bei der Einbettung der Data-Use-Cases in eine Gesamtstrategie oder bei der Produktivsetzung, Weiterentwicklung und dem Betrieb von Daten-basierten Lösungen. Der dritte Teil zeigt das breite Potpourri von Data Science in der Praxis: Branchengrößen wie Allianz, ADAC, BMW, Deutsche Bahn, Lufthansa, REWE, RTL, St. Galler Stadtwerke, SwissRe und viele weitere zeigen konkret, welche Erfahrungen sie bei ihren Projekten gesammelt haben. Fachartikel von über 20 namhaften Unternehmen decken die spezifischen Anforderungen ihrer jeweiligen Branchen ab. Das Buch möchte die interdisziplinäre Diskussion und Kooperation zwischen Wissenschaft und Wirtschaft fördern und richtet sich daher an verschiedene Lesergruppen: Studierende und Absolventen, die Orientierung für die eigene Laufbahn suchen. Forschende und Lehrende, die einen Einblick in praxisrelevante Einsatzgebiete erhalten möchten. Anwender, Praktiker und Entscheider, die sich über Chancen und Herausforderungen von KI in der Praxis informieren möchten. Die Herausgeber Andreas Gillhuber ist Co-CEO bei der Alexander Thamm GmbH, einer führenden Beratung für Data Science, KI und ML im deutschsprachigen Raum. Göran Kauermann ist Universitätsprofessor an der Ludwigs-Maximilians-Universität München und hat dort den Elite-Studiengang Data Science eingerichtet. Wolfgang Hauner ist als Leiter Group Data Analytics der Allianz SE global verantwortlich für Daten- und Analytics-Lösungen für die Allianz Unternehmensgruppe.
Book Synopsis Planning and Reporting in BI-supported Controlling by : Dietmar Schön
Download or read book Planning and Reporting in BI-supported Controlling written by Dietmar Schön and published by Springer Nature. This book was released on 2023-07-24 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: Planning and reporting solutions in many companies still suffer from poor data quality, are insufficiently integrated and are often time and cost intensive. This practice-oriented book shows step by step how things can be done differently. It systematically shows how modern planning and reporting systems in BI-supported controlling can be set up with the use of data warehouse and big data technology and usefully supplemented with AI-supported features. For the 4th edition, the book has been comprehensively updated. The extensive controlling cockpit example has been expanded. It now contains suggestions for the areas of corporate management (operational and strategic controlling), sales, production, purchasing and project management. In addition, the latest developments in BI-supported controlling with the support of traditional and explorative BI are highlighted, including data mining, predictive analytics, artificial intelligence, RPA, chatbots, data discovery, data visualization, app technology, self-service BI and cloud computing. Further innovations concern the topics of data quality and data modeling. The final chapter is "Mobile BI", which deals with the expansion of powerful mobile analysis and planning solutions with the help of tablets, mobile phones and other mobile devices.
Book Synopsis Theories of Information, Communication and Knowledge by : Fidelia Ibekwe-SanJuan
Download or read book Theories of Information, Communication and Knowledge written by Fidelia Ibekwe-SanJuan and published by Springer Science & Business Media. This book was released on 2013-08-30 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses some of the key questions that scientists have been asking themselves for centuries: what is knowledge? What is information? How do we know that we know something? How do we construct meaning from the perceptions of things? Although no consensus exists on a common definition of the concepts of information and communication, few can reject the hypothesis that information – whether perceived as « object » or as « process » - is a pre-condition for knowledge. Epistemology is the study of how we know things (anglophone meaning) or the study of how scientific knowledge is arrived at and validated (francophone conception). To adopt an epistemological stance is to commit oneself to render an account of what constitutes knowledge or in procedural terms, to render an account of when one can claim to know something. An epistemological theory imposes constraints on the interpretation of human cognitive interaction with the world. It goes without saying that different epistemological theories will have more or less restrictive criteria to distinguish what constitutes knowledge from what is not. If information is a pre-condition for knowledge acquisition, giving an account of how knowledge is acquired should impact our comprehension of information and communication as concepts. While a lot has been written on the definition of these concepts, less research has attempted to establish explicit links between differing theoretical conceptions of these concepts and the underlying epistemological stances. This is what this volume attempts to do. It offers a multidisciplinary exploration of information and communication as perceived in different disciplines and how those perceptions affect theories of knowledge.
Book Synopsis Human Interaction & Emerging Technologies (IHIET-AI 2024) by : Tareq Ahram
Download or read book Human Interaction & Emerging Technologies (IHIET-AI 2024) written by Tareq Ahram and published by AHFE Conference. This book was released on 2024-04-25 with total page 515 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 11th International Conference on Human Interaction and Emerging Technologies: Artificial Intelligence & Future Applications (IHIET- AI 2024) which was held April 25-27, 2024, at the Centre Hospitalier Universitaire Vaudois (CHUV), Lausanne, Switzerland
Book Synopsis Technology Assessment in a Globalized World by : Leonhard Hennen
Download or read book Technology Assessment in a Globalized World written by Leonhard Hennen and published by Springer Nature. This book was released on 2023-01-06 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book explores the relevance of the concept of technology assessment (TA) on an international and global level. Technologies play a key role in addressing global challenges such as climate change, population aging, digitization, and health. At the same time, their use increases the need for coordinated action and governance at the global level in the field of science, technology and innovation (STI). Featuring case studies on STI fields such as energy, biotechnology, artificial intelligence, and health technology, as well as TA activities at the national and international levels, this book reflects on the challenges and opportunities of global technology governance. It also provides an in-depth discussion of current governmental STI cultures and systems, societal expectations, and the policy priorities needed to achieve coordinated and effective STI intervention in policymaking and public debate at the global level. Lastly, the book promotes the establishment of a forum for a truly global dialogue of TA practitioners, fostering the articulation of their needs, knowledge and perspectives.
Book Synopsis Handbook of Artificial Intelligence for Smart City Development by : Sandhya Makkar
Download or read book Handbook of Artificial Intelligence for Smart City Development written by Sandhya Makkar and published by CRC Press. This book was released on 2024-03-11 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook explores smart cities of the future, provides an understanding of their development and management systems, and discusses the technology challenges. It also discusses why and how humankind can benefit from them. Handbook of Artificial Intelligence for Smart City Development: Management Systems and Technology Challenges covers the whole journey of the development of smart cities, from the foundations to the usage of technologies, including the challenges and issues that policymakers and technologists may face during the concept, development, management, and implementation stage. The book also covers sustainable strategies and safety measures and offers real-life cases and advancements in manufacturing approaches for smart cities. The book includes upcoming AI technologies such as big data analytics, blockchain, machine learning, fault diagnostics, and a lot more. This handbook is intended to appeal to readers from industry and research. The book is also meant for academicians and students from across many disciplines. Moreover, this book is a medium for consultants, government agencies, and policymakers to grapple with topics and perspectives outside their lane
Book Synopsis At the Edge of AI by : Libuse Hannah Veprek
Download or read book At the Edge of AI written by Libuse Hannah Veprek and published by transcript Verlag. This book was released on 2024-07-31 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: How are human computation systems developed in the field of citizen science to achieve what neither humans nor computers can do alone? Through multiple perspectives and methods, Libuse Hannah Veprek examines the imagination of these assemblages, their creation, and everyday negotiation in the interplay of various actors and play/science entanglements at the edge of AI. Focusing on their human-technology relations, this ethnographic study shows how these formations are marked by intraversions, as they change with technological advancements and the actors' goals, motivations, and practices. This work contributes to the constructive and critical ethnographic engagement with human-AI assemblages in the making.
Book Synopsis FID News Bulletin by : International Federation for Documentation. General Secretariat
Download or read book FID News Bulletin written by International Federation for Documentation. General Secretariat and published by . This book was released on 1981 with total page 636 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Competence Development in Controlling and Management Accounting by : Stephan Schöning
Download or read book Competence Development in Controlling and Management Accounting written by Stephan Schöning and published by Springer Nature. This book was released on 2023-04-12 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is considered a guideline for systemic personnel development in controlling of nationally and internationally active companies on the basis of a targeted development of competencies. In particular, the challenges posed by digitalization and globalization are considered and substantiated with the help of empirical studies. Employees and managers in controlling as well as HR managers in companies gain a deeper understanding of the necessity and the components of systematic personnel development. The goals are the formation of high-performance teams in controlling as well as the identification of personal career paths on the way to top management tasks as CFO. The focus of the personnel development model is on the transfer of the competence-oriented development approach, which, in addition to the traditionally considered technical and methodological competencies, also takes into account social and personal competencies as well as additional digital and intercultural competencies. The book is rounded off by a survey of the current situation, the definition of a target situation to be aimed at, the discussion of suitable further training measures and the monitoring of the level of competency achieved, and illustrates concrete career concepts.
Book Synopsis Information Literacy and Autonomy by : Winfried Gödert
Download or read book Information Literacy and Autonomy written by Winfried Gödert and published by Walter de Gruyter GmbH & Co KG. This book was released on 2023-06-06 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information literacy and autonomy have become key values for the image of man in a society that is increasingly shaped by digitalization and artificial intelligence. The purpose of this book is to describe abstraction, analogy, inference, plausibility and creativity as basic skills of cognitive information processing and prerequisites for autonomous informational action.
Book Synopsis Theorie und Praxis des lexikographischen Prozesses bei historischen Wörterbüchern by : Herbert Ernst Wiegand
Download or read book Theorie und Praxis des lexikographischen Prozesses bei historischen Wörterbüchern written by Herbert Ernst Wiegand and published by . This book was released on 1987 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Light Metals 2022 written by Dmitry Eskin and published by Springer Nature. This book was released on 2022-02-05 with total page 1088 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Light Metals symposia at the TMS Annual Meeting & Exhibition present the most recent developments, discoveries, and practices in primary aluminum science and technology. The annual Light Metals volume has become the definitive reference in the field of aluminum production and related light metal technologies. The 2022 collection includes contributions from the following symposia: • Alumina and Bauxite • Aluminum Alloys, Processing and Characterization • Aluminum Reduction Technology • Aluminum Reduction Technology Joint Session with REWAS: Decarbonizing the Metals Industry • Cast Shop Technology • Electrode Technology for Aluminum Production • Primary Aluminum Industry—Energy and Emission Reductions: An LMD Symposium in Honor of Halvor Kvande • Recycling and Sustainability in Cast Shop Technology: Joint Session with REWAS 2022
Book Synopsis Advances in Data Mining by : Petra Perner
Download or read book Advances in Data Mining written by Petra Perner and published by Springer Science & Business Media. This book was released on 2002-08-21 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents six thoroughly reviewed and revised full papers describing selected projects on data mining. Three papers deal with data mining and e-commerce, focusing on sequence rule analysis, association rule mining and knowledge discovery in databases, and intelligent e-marketing with Web mining. One paper is devoted to experience management and process learning. The last two papers report on medical applications, namely on genomic data processing and on case-based reasoning for prognosis of influenza.
Book Synopsis Human-Computer Interaction by : Masaaki Kurosu
Download or read book Human-Computer Interaction written by Masaaki Kurosu and published by Springer Nature. This book was released on with total page 438 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Handbook on Digital Corporate Communication by : Vilma Luoma-aho
Download or read book Handbook on Digital Corporate Communication written by Vilma Luoma-aho and published by Edward Elgar Publishing. This book was released on 2023-05-09 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This comprehensive Handbook offers an extensive overview of current knowledge of corporate communication from a digital perspective. It provides a state-of-the-art view of the ubiquitous impact, both positive and negative, of digital technologies and digitalisation processes on corporate communication.
Book Synopsis Library & Information Science Abstracts by :
Download or read book Library & Information Science Abstracts written by and published by . This book was released on 2001 with total page 874 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Analytics and Intuition in the Process of Selecting Talent by : Jürgen Deters
Download or read book Analytics and Intuition in the Process of Selecting Talent written by Jürgen Deters and published by Walter de Gruyter GmbH & Co KG. This book was released on 2022-11-07 with total page 662 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human decisions, especially in management and personnel selection, are based on making judgments about people analytically and intuitively. Yet in business and scientific contexts, judgments are expected to be based on a rational analysis rather than intuitions or emotions. Intuition is often seen as something mystical that should not be trusted and thus eliminated from human decision-making. Our empirical and theoretical research shows that this is impossible when people are dealing with people. Instead, intuitions and emotions have significant power in the decision-making process. Neuroscience even shows that humans are incapable of switching off their emotions or intuitions when making decisions. Therefore, intuition and emotions as evolutionary achievements of human beings should be looked at more closely to use the wisdom they offer. This book provides an insight into the current state of research on rational-analytical procedures in personnel selection and complements this with research on intuitions and emotions in personnel diagnostics. By integrating scientifically verifiable rational-analytical decision-making procedures with the inner experiential knowledge of people, this book bridges two complementary ways of recognizing and making good decisions. It demonstrates how intuitions are developed and used in different fields of practice and cultures and how scientific research results from rational-analytical and intuitive-emotional selection procedures are successfully integrated by practitioners.
