Clustering Insights

Understanding the machine learning pipeline is crucial, especially when it comes to unsupervised learning and clustering. The elbow method plays a vital role in determining the optimal number of clusters, ensuring better results when analyzing data, such as customer segments in a mall. This technique not only aids in identifying clusters but also enhances the overall predictive performance of the model.