MohammadWasil / Coursera-Machine-Learning-Python

Python implementation of exercises from Coursera's Machine Learning by Andrew ng

Coursera-Machine-Learning-Python

This repository contains the assignment given by Coursera's Machine Learning Course by Andrew NG.

The assignment given, was to be submitted in Octave programming language. I did the assignment again in Python Programming Language.

This project contains algorithms(from scratch, in Python and in Octave):

1. Linear Regression.
2. Logistic Regression.
3. Neural Network.
4. Neural Network Backpropagation.
5. Regularised Linear Regression and Bias Vs. Variance.
6. Support Vector Machines(SVM).
7. K-means Clustering And Principal Component Analysis.