Data Analytics : Models and Algorithms for Intelligent Data Analysis - A Comprehensive Introduction
Fourth Edition 2025
Book Details
Format
Paperback / Softback
ISBN-10
3658459506
ISBN-13
9783658459505
Edition
Fourth Edition 2025
Publisher
Springer Fachmedien Wiesbaden
Imprint
Springer Vieweg
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Nov 20th, 2024
Print length
189 Pages
Weight
368 grams
Dimensions
23.90 x 16.80 x 1.60 cms
Ksh 5,400.00
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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.
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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