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Market Basket Analysis

A collection of 2 posts

#Machine Learning #Data Product #Market Basket Analysis

Market Basket Analysis - Part 3 of 3 - A Shiny Product Recommender with Improved Collaborative Filtering

My objective for this piece of work is to carry out a Market Basket Analysis as an end-to-end data science project. I have split the output into three parts, of which this is the THIRD and last, that I have organised as follows: In the first chapter, I will source, explore and format a complex dataset suitable for modelling with recommendation algorithms. For the second part, I will apply various machine learning algorithms for Product Recommendation and select the best performing model. ...

Author Diego Usai
#Machine Learning #Market Basket Analysis #Model Selection

Market Basket Analysis - Part 2 of 3 - Market Basket Analysis with recommenderlab

My objective for this piece of work is to carry out a Market Basket Analysis as an end-to-end data science project. I have split the output into three parts, of which this is the SECOND, that I have organised as follows: In the first chapter, I will source, explore and format a complex dataset suitable for modelling with recommendation algorithms. For the second part, I will apply various machine learning algorithms for Product Recommendation and select the best performing model. ...

Author Diego Usai
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