Match the appropriate data mining/learning task with type of learning.

Supervised learning or Unsupervised learning.

Using SVD for recommender systems based on user-items ratings data.

Developing a market segmentation model using k-means.

Developing a model to identify 'Fully Paid" vs "Charged Off" loans.

Developing .a gradient boosted tree model to predict customer response to a marketing campaign

Developing a hierarchical clustering model to identify similar homes based on attributes of the property,

Using k-nearest neighbors to predict home value