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Topic: Matrix Manipulation Problem / Level: advanced
Problem:
Write a program to implement matrix factorization techniques for collaborative filtering in recommender systems.
More Problems
Write a program to calculate the log-odds for a binary classification task using matrices.
Write a program to check if a matrix is symmetric and compute its eigenvalues.
Write a program to compute the confusion matrix for evaluating a classification model using matrices.
Write a program to implement the Principal Component Analysis (PCA) using covariance matrices.
Write a program to perform feature selection using L1 (Lasso) and L2 (Ridge) regularization techniques with matrices.
Write a program to compute the average precision and recall for multi-class classification using matrices.
Write a program to perform hypothesis testing using a dataset represented as a matrix.
Write a program to implement the k-modes clustering algorithm for categorical data using matrices.
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