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Francois van Heerden's Projects

association-rules icon association-rules

Association rule mining, at a basic level, involves the use of machine learning models to analyze data for patterns, or co-occurrence, in a database. It identifies frequent if-then associations, which are called association rules.

forecasting icon forecasting

Forecasting model that uses the FB Prophet Model to predict minimum temperatures.

google-analytics-api icon google-analytics-api

Simple and useful approach to include some Google Analytics data in your ETL process or enrich your data for analytics with google data. This boilerplate example will enable you to customise your queries to your business needs.

rfm-model icon rfm-model

Basic RFM model to kickstart customer value segmentation. This project aims to guide the first time user to have a bouncing board into setting up their first segmentation model.

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