More Problems

• Write a program to perform statistical inference using a dataset represented as a matrix.
• Write a program to compute the pairwise distances between multiple samples using a distance matrix.
• Write a program to check if a matrix is a valid correlation matrix based on its properties.
• Write a program to implement a recommender system using matrix factorization techniques like SVD.
• Write a program to compute the log-odds ratio for two categorical variables using matrices.
• Write a program to perform clustering using Gaussian Mixture Models (GMM) and the Expectation-Maximization (EM) algorithm.
• Write a program to calculate the conditional probabilities using Bayes theorem with matrices.
• Write a program to compute the coefficients of a polynomial regression using matrix methods.