This case study aims to develop a classification model to predict whether a client will subscribe to a term deposit based on data from direct marketing campaigns conducted by a Portuguese banking institution

This case study examines the use of predictive modeling to enhance the effectiveness of the Bookbinder Book Club's direct mail program. The objective is to determine whether developing in-house expertise in predictive analytics can optimize marketing efforts and increase profitability.

This case study aims to develop a regression model to predict future stock prices and assess stock volatility using Dow Jones index from Yahoo Finance

This case study aims to predict which existing customers are at high risk of ending their relationship for an unnammed firm using the acquisitionRetention dataset from the SMCRM package. In addition, the study seeks to also identify potential new customers with a high likelihood of joining.

Analysis of customer churn for a telecommunications company.

Survival Analysis

Support Vector Machines

Tree Based Methods

Assignment on Time Series

Cross Validation and Bootstrap

Assignment #2 of Predictive Modeling Course Linear Models