Machine Learning Specialization from Stanford University in Python

Implementation of Cousera Machine Learning Programming Assignments in Python

This repository contains implementation of some of the programming exercise provided by Andrew Ng in the counse Machine Learning - Stanford University.

Exercise 1 - Linear Regression

Exercise 2 - Logistic Regression

Exercise 3 - Multi-class Classification and Neural Networks

Exercise 4 - Neural Networks Learning

Exercise 5 - Regularized Linear Regression and Bias v.s. Variance

Exercise 6 - Support Vector Machines

Exercise 7 - K-means Clustering and Principal Component Analysis

Exercise 8 - Anomaly Detection and Recommender Systems

References:

https://www.coursera.org/learn/machine-learning/home/welcome