Fundamentals of Data Analytics is popular PDF and ePub book, written by Rudolf Mathar in 2020-09-15, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Fundamentals of Data Analytics can be Read Online from any device for your convenience.
Fundamentals of Data Analytics Book PDF Summary
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.
Detail Book of Fundamentals of Data Analytics PDF
- Author : Rudolf Mathar
- Release : 15 September 2020
- Publisher : Springer Nature
- ISBN : 9783030568313
- Genre : Mathematics
- Total Page : 131 pages
- Language : English
- PDF File Size : 8,5 Mb
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