#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. ...

#Machine Learning #Market Basket Analysis

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. ...

#Data Wrangling #Market Basket Analysis

Market Basket Analysis - Part 1 of 3: Data Preparation and Exploratory Data Analysis

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 FIRST, 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. ...