As a group, create a $4-$ to $6-$slide presentation with detailed speaker notes on machine learning algorithms for clustering analysis. Specifically, your presentation should do the following:

$$ Define clustering analysis within the machine learning field.

$$ Describe common attributes or techniques used in clustering algorithms.

$$ Discuss what materials are needed for these algorithms to be successful $($consider the data needs$).$

$$ Compare the applications of machine learning algorithms for clustering to those for classification and regression.