Tag Archives: scikit-learn

Customer Segmentation Based on Online Behavior using ScikitLearn

Customer segmentation or clustering is useful in various ways. It could be used for targeted marketing. Sometimes when building predictive model, it’s more effective to cluster the data and build a separate predictive model for each cluster. In this post, … Continue reading

Posted in Data Mining, Data Science, Machine Learning | Tagged , , , , | 2 Comments

Customer Churn Prediction with SVM using Scikit-Learn

Support Vector Machine (SVM) is unique among the supervised machine learning algorithms in the sense that it focuses on training data points along the separating hyper planes. In this post, I will go over the details of how I have … Continue reading

Posted in Data Science, Machine Learning, Predictive Analytic, Python | Tagged , , , , | 2 Comments