Tag: feature engineering

Demand Clustering and Segmentation with Machine Learning in Logistics (Kmeans, scikit-learn, matplotlib)

Demand Clustering and Segmentation with Machine Learning in Logistics (Kmeans, scikit-learn, matplotlib) In the field of logistics, understanding and predicting customer demand patterns is crucial for optimizing supply chain operations. By employing machine learning techniques, we can cluster and segment demand data to uncover valuable insights and make informed decisions. In this tutorial, we will explore how to perform demand clustering and segmentation using Python and popular machine learning libraries. Prereqs To follow along with this tutorial, you’ll need: Python…