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Topic: Matrix Manipulation Problem / Level: intermediate
Problem:
Write a program to perform principal component analysis (PCA) for dimensionality reduction using a covariance matrix.
More Problems
Write a program to implement the k-means clustering algorithm using distance matrices.
Write a program to perform kernel PCA using matrices.
Write a program to check if two matrices are similar using their eigenvalues.
Write a program to perform matrix interpolation using bilinear interpolation.
Write a program to calculate the Frobenius norm of the difference between two matrices.
Write a program to compute the maximum likelihood estimation using matrix algebra.
Write a program to implement Bayesian inference using matrices.
Write a program to compute the confusion matrix for classification tasks using matrix operations.
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