IE 510 project
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Updated
Nov 4, 2018 - MATLAB
IE 510 project
Programming different types of numerical methods using MATLAB.
Univariate linear regression model to predict food truck profits | Multivariate linear regression model to predict housing prices
Exercises for the Coursera Machine Learning - Andrew Ng
Stanford University MOOC |
Computational Methods for Optimization
Coursera Machine Learning Assignments
Scripts for machine learning algorithms in MATLAB/Octave and python
Solutions to Coursera Machine Learning course ( Stanford University) by Andrew Ng.
Application for 3D function optimization
Coursera - Stanford Machine Learning Online Course
With OCTAVE - For the exercises details, kindly read ex1.pdf in the repo.
The implementation of advanced mathematical optimization methods
Labs of DSP2
Implementation in Matlab of Gradient Descent Algorithm applied to Linear Regression, report and presentation.
A Single Layer Neural Network to recognize digits making use of unconstrained, non-linear optimization
With OCTAVE - details in ex2.pdf in the repo.
Machine Learning Assignment Codes Coursera
One of the most useful machine learning class on Coursera. Taught by Andrew Ng.
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