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£65.33

Springer Fundamentals of Data Analytics: With a View to Machine Learning

Name: Fundamentals of Data Analytics: With a View to Machine Learning
Brand: Springer
Price: 64.91 GBP
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Description

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.

Product Specifications

Brand: Springer
Format: hardcover
ASIN: 303056830X
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 16 September 2020
Listed Since: 09 July 2020

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Springer Fundamentals of Data Analytics: With a View to Machine Learning

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