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PCA : the math - step-by-step with a simple example
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Linear discriminant analysis (LDA) - simply explained
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Principal component regression (PCR) - explained
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Principal Component Analysis (PCA) | Can't get simpler!
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Análisis de componentes principales (PCA)
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Data Analysis 6: Principal Component Analysis (PCA) - Computerphile
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