Task: Deployment of Rules in Market Basket Analysis

SUMMARY

Deploying association rules bridges the gap between data insights and actionable strategies. This lesson will guide you through the steps of deploying rules in real-world scenarios, interpreting their results, and ensuring seamless integration into workflows. Whether you’re optimizing inventory, improving customer experiences, or streamlining procurement, this lesson provides practical guidance for leveraging frequent pattern mining to achieve impactful outcomes.

In this lesson, you will perform the deployment step of the market basket analysis on a real life industrial dataset.

About The Author

Dilek Dustegor is a Professor of Computing Science at the University of Groningen in the Netherlands. She is interested in bridging the gaps between research, development and implementation using AI and automation. She is pursuing research about modeling, design and analysis of large scale / networked systems using IoT and ML techniques, with a special interest in smart city applications. She is a seasoned educator, and loves using the newest educational technologies for an enhanced learning experience.