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Multivariate Statistics for Wildlife and Ecology Research

Posted By: AvaxGenius
Date: 15 Nov 2020 23:15:58
Multivariate Statistics for Wildlife and Ecology Research

Multivariate Statistics for Wildlife and Ecology Research by Kevin McGarigal
English | PDF | 2000 | 293 Pages | ISBN : 0387986421 | 29.4 MB

Wildlife researchers and ecologists make widespread use of multivariate statistics in their studies. With its focus on the practical application of the techniques of multivariate statistics, this book shapes the powerful tools of statistics for the specific needs of ecologists and makes statistics more applicable to their course of study.
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Fundamentals of Data Analytics: With a View to Machine Learning

Posted By: AvaxGenius
Date: 15 Sep 2020 06:34:43
Fundamentals of Data Analytics: With a View to Machine Learning

Fundamentals of Data Analytics: With a View to Machine Learning by Rudolf Mathar
English | PDF,EPUB | 2020 | 131 Pages | ISBN : 303056830X | 15 MB

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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