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Topic: Matrix Manipulation Problem / Level: intermediate
Problem:
Write a program to perform dimensionality reduction using PCA and visualize the explained variance.
More Problems
Write a program to implement the bootstrap aggregation (bagging) technique using matrices.
Write a program to compute the cumulative distribution function (CDF) from a dataset represented as a matrix.
Write a program to calculate the mean squared error (MSE) between predicted and actual values using matrices.
Write a program to implement the AdaBoost algorithm for boosting weak learners using matrices.
Write a program to perform time series analysis using autoregressive integrated moving average (ARIMA) models.
Write a program to calculate the variance and covariance of a dataset represented as a matrix.
Write a program to compute the confusion matrix for multi-class classification problems.
Write a program to implement the Perceptron algorithm for binary classification using matrices.
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