Clustering Customers Based on Purchase Patterns

The dataset contains customer purchase histories. The task is to cluster the customers into groups based on their purchase patterns.

Problem

You are given a dataset of customer purchase histories. Your task is to cluster the customers into groups based on their purchase patterns.

Solution

by robertrhee 
The optimal solution for this problem is to use a clustering algorithm, such as k-means clustering. This will group the customers into clusters based on their purchase patterns, which will allow you to better understand the customer base and target marketing efforts.
A.I. Evaluation of the Solution

The candidate's solution is complete and solves the problem. The candidate has correctly identified that k-means clustering is the best approach for this problem. This is a good general approach.

Evaluated at: 2022-11-05 01:15:32