R codes for common Machine Learning Algorithms
A simple Market Basket Analysis that uses the apriori algorithm to find affinities between retail products
Analyzing Behavior of ISIS and Al-Qaeda using Association Rule Mining (A Research Paper Implementation)
Statistical analysis of a transactional data set for a UK-based and registered non-store online retail.
Exploring consumer behaviour through Expedia sales.
Developing a Recommender System for Customers in a Scan and Go store using Apriori Algorithm in Market Basket Analysis
Market Basket Analysis for an organization to identify the most frequently selling products in order to devise cross-selling marketing strategies using Apriori algorithm.
Full machine learning practical with R.
A Real Time Course Recommender System in R
Doing Market Basket Analysis using Apriori Algorithm to recommend items that are frequently bought together to do up-sale using R and deploying the model in a Shiny App.
"Customers who purchased this product also purchased or viewed these products...."
Using the Apriori algorithm of the Arules package throughout this project to get insight into the top 10 and bottom 10 of the products sold, get a list of all product package combinations with strong correlations and get a list of all product package combinations with specific items.
Projects who cover topics from text mining up to classification, association, clustering and regression algorithms
Repository for Customer Segment Analysis using Python & Shiny App Dashboard
Market Basket Analysis is one of the key techniques used by large retailers to uncover associations between items. It works by looking for combinations of items that occur together frequently in transactions. To put it another way, it allows retailers to identify relationships between the items that people buy.
"Learning R for data scientists." This phrase describes the process of acquiring the skills and knowledge necessary to use the R programming language for data analysis.
This Online Retail data set contains all the transactions occurring for a UK-based and registered, non-store online retail between 01/12/2009 and 09/12/2011.
Objective : Product Analysis for a store to identify the products that are frequently bought together.
Implementation of Apriori Algorithm on Market Basket Data with Rstudio
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