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Shubham Kumar's Projects

credit-card-segmentation icon credit-card-segmentation

This case requires trainees to develop a customer segmentation to define marketing strategy. The sample dataset summarizes the usage behavior of about 9000 active credit card holders during the last 6 months. The file is at a customer level with 18 behavioral variables.

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications: Deep Learning, Gradient Boosting & XGBoost, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

linear-regresssion icon linear-regresssion

to understand what's driving the total spend of credit card ( primary card + secondary card)

logistic-regression icon logistic-regression

proactive attrition management for a telecom data to predict the churners having 71047 customer in data base with 78 predictor variables.

time-series icon time-series

Develop a model for the UK transport dept. which would like to forecast the total number of passengers movement from Uk for the next four quarters.

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