Machine Learning, Data Science, Learning, Resources, University.
Mean Squared Error as a cost function for this algorithm is not arbitrary but arises naturally when we maximize the likelihood function under certain conditions. These theoretical details can also be extended to provide different perspectives of the same concept and its connections to other topics,