Machine Learning

Machine learning lets a computer learn patterns from examples instead of following hand-written rules. Classify with nearest neighbours and decision trees, find groups with k-means, measure mistakes with precision and recall, see why models must be tested on data they haven't seen, build a spam filter with Bayes' rule, squeeze data down to its main directions, and recommend films from ratings.