/Machine-Learning-Coursera

Contains all related code for the Machine Learning course on Coursera, offered by Stanford University.

Primary LanguageMATLAB

Machine Learning

This repository will house all my submissions, assignments and any related code for this course.

  • Week 1 (No programming assignments)
    Introduction, Linear Regression with One Variable, Linear Algebra Review

  • Week 2
    Linear Regression with Multiple Variables, Octave/Matlab Tutorial

  • Week 3
    Logistic Regression, Regularization

  • Week 4
    Neural Networks: Representation

  • Week 5
    Neural Networks: Learning

  • Week 6
    Advice for Applying Machine Learning, Machine Learning System Design

  • Week 7
    Support Vector Machines

  • Week 8
    Unsupervised Learning, Dimensionality Reduction

  • Week 9
    Anomaly Detection, Recommender Systems

  • Week 10 (No programming assignments)
    Large Scale Machine Learning

  • Week 11 (No programming assignments)
    Application Example: Photo OCR