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 would be to use a clustering algorithm, such as k-means clustering. This would allow you to group the customers based on their purchase patterns, and would be the most efficient way to do so.
A.I. Evaluation of the Solution

The candidate's solution is correct and demonstrates a level of completeness. The candidate has correctly identified the problem and proposed a solution that would solve it. The candidate's approach is sound and their solution is efficient.

Evaluated at: 2022-11-05 01:15:20