How do I implement segmentation algorithms?

How do I implement segmentation algorithms in my project?

To implement segmentation algorithms, start by defining your objectives and the data you'll use. What type of data do you have?

I have customer data with demographics and purchase history.

Great! You can use clustering algorithms like K-means or hierarchical clustering. Would you like guidance on a specific algorithm?

Yes, can you explain how K-means works?

K-means partitions data into K clusters by minimizing the variance within each cluster. It involves initializing centroids, assigning data points, and updating centroids iteratively.

How do I choose the right number of clusters for K-means?

You can use the Elbow Method or Silhouette Score to determine the optimal number of clusters. Would you like to know how to implement these methods?