Begin by reviewing a step-by-step explanation of how the k-means clustering algorithm works. Then, using an interactive tool, investigate how well the k-means clustering algorithm performs in a text classification task using business articles.

Select the Unsupervised Machine Learning: Clustering Slide Deck for the conceptual information on this topic. Afterwards, select the Assignment Instructions and use the the Link to Platform to try the exercise yourself. Your instructor may have additional guidance regarding the use of this Teaching Tool.