1. Review of hierarchical clustering
Congratulations, you have now successfully completed the clustering chapters.
2. Hierarchical clustering review
In this latest chapter you have learned to create hierarchical clustering models in R,
3. Linking methods: complete and average
describe how different linkage methods between clusters affect the results of hierarchical clustering,
4. Hierarchical clustering
have gained some intuition
5. Iterating
about how the hierarchical clustering algorithm functions,
6. Dendrogram
saw how to visually represent the results of hierarchical clustering as a dendrogram,
7. How k-means and hierarchical clustering differ
learned the difference between kmeans and hierarchical clustering methods and their outputs,
8. Practical matters
and you have successfully applied hierarchical clustering to the Pokemon dataset, dealing with practical matters like scaling the data.
9. Let's practice!
Let's continue to the third chapter!