Load the concentric circles data with the following parameters:

• N: 500
• Noise: 0.1
• Inner circle size: 0.35

Decide on a cluster method (there is one correct choice) and create a model for the concentric circles data. Optimize your hyperparameter(s) so that you get a good representation of the two clusters.

In your answer, report the method you used and why, your hyperparameter settings for your method and include a scatterplot of the clustering.