Optimization Algorithms, Optimization Techniques, Machine Learning, Deep Learning, Convex Optimization.
coefficients (slopes and intercept terms) for the best-fit line. 2. Iterative Solution: The most popular iterative method for solving the optimization problems in machine learning is the Gradient Descent Algorithm, and its variants Stochastic Gradient Descent and the MiniBatch Gradient Descent.