Learning Machine Learning

My introduction with machine learning came from these two MOOC courses. Below are the assignments and topics from each one of the courses.

Machine Learning on Coursera

The topics covered were:
Linear Regression (with one variable in Week 1, with multiple variables in Week 2)

Logistic Regression / Regularization

Neural Networks

Machine Learning System Design

Support Vector Machines

Unsupervised Learning / Dimensionality Reduction

Anomaly Detection / Recommender Systems

Large Scale Machine Learning

Intro to Machine Learning on Udacity

Navies Bayes

Support Vector Machines

Decision Trees




Text Learning