The Inspect page showed after a successful parse has a direct K-means link.

You can also use the menu option Model > KMeans, and specify a key (dataset).

Please specify the desired number of clusters K (8 for this example dataset), and 'Max iter', the number of iterations to run.

The output is a set of clusters which will be displayed after a progress page.