Machine Learning Linear Regression Analysis
Applied various models of linear regression on the data set CT slices dataset https://archive.ics.uci.edu/ml/datasets/Relative+location+of+CT+slices+on+axial+axis
Implemented following research paper algorithm : http://www.jmlr.org/papers/volume10/zhang09a/zhang09a.pdf
Applied & Implemented Batch & Stochastic Regression from scratch
Performed Regularization using L1 and L2. Did complete analysis to find what model is suited best in what situation, experimenting with different meta-parameters