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Linear Regression Model, Gradient Descent Learning along with various basis funtions such siogmoidal, Gaussian, p-Norms, L2-regulariztion, GOAL: - To predict Facebook's post likes
Neural Network Deep learning specialization course offered via Coursera
regression algorithm implementaion from scratch with python (least-squares, regularized LS, L1-regularized LS, robust regression)
Minimizes the penalty