Articles Used
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PCA
- Principal Component Analysis
- Implementing a Principal Component Analysis (PCA)
- Kernel tricks and nonlinear dimensionality reduction via RBF kernel PCA
- The Mathematics Behind Principal Component Analysis
- A tutorial on Principal Components Analysis
- Principal Component Analysis - Youtube
- Dimensionality Reduction For Dummies — Part 1: Intuition
- Data Analysis 6: Principal Component Analysis (PCA) - Computerphile
- Visual Explanation of Principal Component Analysis, Covariance, SVD
- luis serrano pca
- Dimensionality reduction and PCA
- What is an intuitive explanation for PCA? - Quora
- What is an intuitive explanation of the relation between PCA and SVD?
- Why don't people use SVD in PCA rather than eigen value decomposition? - Quora
- In Depth: Principal Component Analysis
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SVD
- Gilbert strang - SVD
- You Don’t Know SVD (Singular Value Decomposition)
- (114) A geometrical interpretation of the SVD - YouTube
- SVD playlist
- Gilbert strang - Computing Eigenvalues and Singular Values
- Gilbert strang - Singular Value Decomposition
- Computing the SVD
- Lecture 47 — Singular Value Decomposition | Stanford University
- How to Calculate the Singular-Value Decomposition (SVD) from Scratch with Python
- What is an intuitive explanation of singular value decomposition (SVD)? - Quora
- What is the meaning behind the singular value in Singular Value Decomposition? - Quora
- What is the best way of introducing singular value decomposition (SVD) on a linear algebra course? Why is it so important? Are there any applications which have a real impact? - Quora
- What's the difference between SVD and SVD++? - Quora
- What is the purpose of Singular Value Decomposition? - Quora