Data Analytics: Models and Algorithms for Intelligent Data Analysis - A Comprehensive Introduction

Runkler, Thomas A.

ISBN 10: 3658459506 / ISBN 13: 9783658459505

Editore: Springer Vieweg, 2024

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Codice articolo I-9783658459505

Dati bibliografici

• Titolo: Data Analytics: Models and Algorithms for Intelligent Data Analysis - A Comprehensive Introduction
• Editore: Springer Vieweg
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 3658459506
• ISBN 13: 9783658459505
• Rilegatura: Brossura
• Edizione: quarta edizione
• Condizione: New

Descrizione articolo

Riassunto

This book is a comprehensive introduction to the methods and algorithms of modern data analytics. It provides a sound mathematical basis, discusses advantages and drawbacks of different approaches, and enables the reader to design and implement data analytics solutions for real-world applications. The new edition integrates themes such as Word Embeddings, Transformer Models, and generative AI among the contents and offers new exercises in addition. This book has been used for more than ten years in the Data Mining course at the Technical University of Munich. Much of the content is based on the results of industrial research and development projects at Siemens.

Informazioni sull?autore

Thomas A. Runkler is Distinguished Key Expert at Siemens AG and Professor at the School of Computation, Information and Technology of the Technical University of Munich.