galvin-mj / machine-learning-predict-customers-next-purchase

Machine Learning to predict a customer's next purchase - Fulfills many use-cases from recommendation systems to loyalty programs.

Predicting a customer's next purchase using automated feature engineering

• Download Instacart data here
• After downloading the data save the CSV's to the directory called data in the repo
• Automatically generates hundreds of features using Automated Feature Engineering and selects the 20 most important features for predictive modeling
• Build a pipeline that it can be reused for numerous prediction problems for customers of many different types of industries

If building impactful data science pipelines is important to you or your business, please get in touch.

Contact

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