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Machine Learning Mindmap PDF

5 Pages·2018·English
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by ['Wences Villegas']| 2018| 5 pages| English

About Machine Learning Mindmap

The document discusses different types of data and dimensionality reduction techniques. It defines nominal, ordinal, interval, and ratio data types. It also describes principal component analysis (PCA) as a statistical procedure that uses an orthogonal transformation to convert correlated variables into uncorrelated principal components with the largest possible variance. Singular value decomposition (SVD) is introduced as a generalization of eigendecomposition that can be applied to any matrix.

Detailed Information

Author:['Wences Villegas']
Publication Year:2018
Pages:5
Language:English
Format:PDF
Price:FREE
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