Transforming a dataset into one with fewer columns is more complicated than it might seem, explains Dr. James McCaffrey of Microsoft Research in this full-code, step-by-step machine learning tutorial.

A new study uncovers how classical music composers collaborate, mix, and influence one another: Results show how culture evolves and predict the future of the recording market. A team of scientists ...

This is a preview. Log in through your library . Abstract Experiences obtained with the quantification of three "classical" models, namely the "constant elasticity" model, the Stone model and the ...

In finance, data is often incomplete because the data is unavailable, inapplicable or unreported. Unfortunately, many classical data analysis techniques — for instance, linear regression — cannot ...