Unsupervised Machine Learning Algorithms with Hierarchical Clustering

Unsupervised Machine learning is used on a dataset that does not have a target variable. The machine learning algorithm learns patterns within the dataset by itself. Examples of the applications of clustering is categorization. We can categorize customers into different groups using the similarities of their previous history data. This can help us in predicting to them products that might be of interest to them.