In a 1907 lecture to Harvard undergraduates, Theodore Roosevelt warned against becoming "too fastidious, too sensitive to take part in the rough hurly-burly of the actual work of the world." Roosevelt asserted that colleges should never "turn out mollycoddles instead of vigorous men," and cautioned [...]

Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-con[...]