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Topic: Matrix Manipulation Problem / Level: advanced
Problem:
Write a program to implement linear regression using the normal equation with matrix operations.
More Problems
Write a program to calculate the precision and recall for multi-class classification using matrices.
Write a program to compute the expected utility for decision-making processes using matrices.
Write a program to implement the LASSO regression algorithm using coordinate descent with matrices.
Write a program to perform statistical hypothesis testing using t-tests and matrices.
Write a program to compute the marginal likelihood for a Bayesian model using matrices.
Write a program to check if a matrix is a valid stochastic matrix and compute its properties.
Write a program to compute the total sum of squares (TSS) for a regression analysis using matrices.
Write a program to implement a collaborative filtering algorithm using matrix factorization techniques.
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