apriori

#During shopping online or watching movies, we often come around of some instances where we get recommendations #like - 'You might want to buy this item with that' or 'Movie Recommedation as per your liking' and we sometimes think how come the site knows about my liking. #As funny as it seems, this is a prime example of Association Rule where algorithm finds relation between multiple item based on data inputs #and helps to drive insights for big online shopping companies or Movie Channels which is also popularly known in real world as Market - Basket Analysis

Data Dictionary:

• Member_number: Customer Id
• Date: Date of purchase
• itemDescription: Description of product purchased

Flow of Execution:

Loading Necessary Packages Loading dataset Data Pre-Processing Performing EDA Apriori Implementation Result Customization