Introduction to Machine Learning a series of IPython Notebook and accompanying slideshow and video Link to accompanying reveal.js slideshow Link to PDF version of slideshow Link to video presentation IPython notebooks: The Dataset Clustering with K-means Clustering with other algorithms Classification with k-Nearest Neighbors Classification with other algorithms Classification with Decision Trees Classification with Random Forests Dimensionality reduction