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My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python
My assignemt solutions for CMSC764:Numerical Optimization course offererd by the University of Maryland
PCA For Dimension Reduction And Visualization, Temperature-Yield Prediction Via Linear Regression, And Linear Fit Optimization Using Gradient Descent.
Notebooks of programming assignments of Improving Deep Neural Networks course of deeplearning.ai on coursera in August-2019
Examples of Linear Regression and three Gradient Descent methods (Batch, Stochastic and Mini-Batch)