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Gholamreza Alirezaei & Emilio Balda
Fundamentals of Data Analytics [EPUB ebook]
With a View to Machine Learning

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Cover of Gholamreza Alirezaei & Emilio Balda: Fundamentals of Data Analytics (ePUB)

This book introduces the basic methodologies for successful data analytics. Matrix optimization and approximation are explained in detail and extensively applied to dimensionality reduction by principal component analysis and multidimensional scaling. Diffusion maps and spectral clustering are derived as powerful tools. The methodological overlap between data science and machine learning is emphasized by demonstrating how data science is used for classification as well as supervised and unsupervised learning.

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Language English ● Format EPUB ● ISBN 9783030568313 ● Publisher Springer International Publishing ● Published 2020 ● Downloadable 3 times ● Currency EUR ● ID 8148343 ● Copy protection Adobe DRM

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