Maximum Likelihood, Estimations, Statistics, Data Science, Likelihood.
linear and nonlinear regression models to estimate the coefficients that best fit the observed data. In the context of linear regression, MLE helps find the slope and intercept that maximize the likelihood of the observed data given the assumed relationship. Regression Analysis: Unlocking the