More Problems

• Write a program to perform regression analysis using Ridge regression with matrix methods.
• Write a program to implement the Bayesian regression model using matrix representations.
• Write a program to calculate the conditional probabilities from a joint probability distribution using matrices.
• Write a program to compute the maximum likelihood estimates for a statistical model using matrices.
• Write a program to perform dimensionality reduction using factor analysis with matrices.
• Write a program to compute the silhouette score for evaluating clustering algorithms using matrices.
• Write a program to implement the k-nearest neighbors algorithm with different distance metrics using matrices.
• Write a program to check if a matrix can be expressed as a sum of two positive semi-definite matrices.