Learning Association Rules Mining and Recommendation Systems
Learning Objectives: In this module, you will learn Association rules and their extension towards recommendation engines with Apriori algorithm.
Topics:
• What are Association Rules?
• Association Rule Parameters
• Calculating Association Rule Parameters
• Recommendation Engines
• How does Recommendation Engines work?
• Collaborative Filtering
• Content-Based Filtering
Hands-On/Demo:
• Apriori Algorithm
• Market Basket Analysis
Skills:
• Data Mining using python
• Recommender Systems using python