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Eddie Gulay @eddiegulay

Building A Product Recommendation System With Association Rules

Building a product recommendation system using association rules in Python with mlxtend and pandas libraries. Enhance shopping experience by providing personalized suggestions based on past transaction data.

1. Introduction

  
  
  What is this about 💡

This is a short guide on building a product recommendation system using association rules. For simple next item suggestion from list of previous items. Also good for tasks that just need a quick recommender

  
  
  Purpose of the Recommendation System

The main goal of this recommendation system is to enhance the shopping experience by providing personalized suggestions to customers. By analyzing past transaction data, we can identify patterns and relationships between different products. These insights allow us to recommend complementary ingred...