K Means Clustering, Hierarchical Clustering, Machine Learning, Dendrogram, Silhouette Score.
the picture, we can easily see that there are two separate groups because there are two dimension data. However, remember that real-world data sets will be much more complex due to high dimensionality. Then you will not see the data plotted. How do you conclude that only two groups are there? For