Coursera-Machine-Learning-Course-Andrew-Ng

My solutions to all programming assignments of Andrew Ng's Machine Learning course on Coursera. Implementation in Python.

Contents

Ex1 - Linear Regression

Ex2 - Logistic Regression

Ex3 - Multi-class Classification and Neural Networks

Ex4 - Neural Networks Learning

Ex5 - Regularized Linear Regression and Bias

Ex6 - Support Vector Machines

Ex7 - K-means Clustering and Principal Component Analysis

Ex8 - Anomaly Detection and Recommender Systems

References

[1] Machine Learning course on Coursera