Association Rules Mining and Recommendation Systems
Goal: In this module, you will learn Association rules and their extension towards recommendation engines with Apriori algorithm.
Objective: At the end of this module, you should be able to:
• Define Association Rules
• Learn the backend of recommendation engines and develop your own using python
Topics:
• What are Association Rules?
• Association Rule Parameters
• Calculating Association Rule Parameters
• Recommendation Engines
• How Recommendation Engines work?
• Collaborative Filtering
• Content Based Filtering
Hands On:
• Apriori Algorithm
• Market Basket Analysis