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portada Data Analytics: Models and Algorithms for Intelligent Data Analysis - a Comprehensive Introduction
Type
Physical Book
Publisher
Author
Language
English
Pages
202
Format
Paperback
ISBN13
9783658459505
Edition No.
4

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

Thomas A. Runkler (Author) · Springer Vieweg · Paperback

Data Analytics: Models and Algorithms for Intelligent Data Analysis - a Comprehensive Introduction - Thomas A. Runkler

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Synopsis "Data Analytics: Models and Algorithms for Intelligent Data Analysis - a Comprehensive Introduction"

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.

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