Exercises are done on Matlab R2017a
This repository consists my personal solutions to the programming assignments of Andrew Ng's Machine Learning course on Coursera.
Introduction
Linear Regression with One Variable
Linear Algebra Review
Linear Regression with Multiple Variables
Octave / Matlab Tutorial
Programming Exercise 1
Logistic Regression
Regularization
Programming Exercise 2
Neural Network Representation
Programming Exercise 3
Neural Networks: Learning
Programming Exercise 4
Advice for Applying Machine Learning
Programming Exercise 5
Machine Learning System Design
Support Vector Machines
Programming Exercise 6
Unsupervised Learning
Dimensionality Reduction
Programming Exercise 7
Anomaly Detection
Recommender Systems
Programming Exercise 8
Large Scale Machine Learning
Application Example: Photo OCR