/MachineLearning_coursera

Machine Learning Coursera Lessons from Stanford University

Primary LanguageMATLAB

Introduction

This is the Machine Learning Coursera lessons and assignments from Stanford University.

Syllabus

Week Description
1 Introduction
Linear Regression with One Variable
Linear Algebra Review
2 Linear Regression with Multiple Variables
Octave/Matlab Tutorial
3 Logistic Regression
Regularization
4 Neural Networks: Representation
5 Neural Networks: Learning
6 Advice for Applying Machine Learning
Machine Learning System Design
7 Support Vector Machines
8 Unsupervised Learning
Dimensionality Reduction
9 Anomaly Detection
Recommender Systems
10 Large Scale Machine Learning
11 Application Example: Photo OCR

Installing GNU Octave for MacOS

  1. Install Xcode from App store and Command Line Tools

sudo xcode-select --install

  1. Install Homebrew

/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)

  1. Make sure you have brew download correctly

brew update

  1. Install Octave

brew install octave

References

Octave