Thomas A. Runkler
Data Analytics
Models and Algorithms for Intelligent Data Analysis - A Comprehensive Introduction
Paperback Engels 2024 4e druk 9783658459505
Verwachte levertijd ongeveer 9 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9783658459505
Taal:Engels
Bindwijze:paperback
Uitgever:Springer Fachmedien Wiesbaden
Druk:4
Lezersrecensies
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Inhoudsopgave
<p>Introduction.- Data and Relations.- Data Preprocessing.- Data Visualization.- Correlation.- Regression.- Forecasting.- Classification.- Clustering.</p>
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