Optimization Algorithms, Optimization Techniques, Machine Learning, Deep Learning, Convex Optimization.
to solve Optimization Problems [Image by author] 1. Analytical method: One example of this is the Ordinary Least Squares Method (OLS), used by the LinearRegression class of the scikit-learn package in Python and the numpy polyfit function. As previously mentioned, the OLS technique gives the exact