/machine-learning

Linear Regression and Feature Engineering, Implementation of Gradient Descent, Sub-gradient Descent, Newton Method, Quasi-Newton Method, LBFGS, Determinig Confidence Interval from Bernouli, Uniform and Normal Distribution,Dimensionality Reduction and Classification.

Primary LanguageMATLAB

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