Tag Archives: scikit-learn

Customer Segmentation Based on Online Behavior using ScikitLearn

Posted on July 30, 2016 by Pranab

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 , , , , | 4 Comments

Customer Churn Prediction with SVM using Scikit-Learn

Posted on April 13, 2016 by Pranab

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