andreikrepski / coursera-machine-learning-tasks-solution

Coursera-Machine-Learning-Tasks-Solution

I took Machine Learning online course (https://class.coursera.org/ml-005) taught by Andrew Ng in March 2014 - May 2014.

This repository contains my solutions to the programming exercises. Programming language is Octave.

1. Linear Regression

2. Logistic Regression

3. Multi-class Classification and Neural Networks

4. Neural Networks Learning

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

6. Support Vector Machines

7. K-means Clustering and Principal Component Analysis

8. Anomaly Detection and Recommender Systems