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Machine-Learning projects

Project 1:

Linear Regression and Feature Engineering

Project 2:

Implementation of Gradient Descent, Sub-gradient Descent, Newton Method, Quasi-Newton Method, LBFGS

Project 3:

Determinig Confidence Interval from Bernouli, Uniform and Normal Distribution

Project-4:

Dimensionality Reduction and Classification