Customer Churn Prediction and Analysis

Description:Utilizing advanced data analysis techniques, I will develop a predictive model to forecast customer churn for your business. By leveraging my expertise in data cleaning, feature engineering, and machine learning algorithms, I will analyze historical customer data to identify patterns and trends associated with churn behavior. Additionally, I will create insightful visualizations and actionable insights to help your team understand the underlying factors driving customer attrition. Ultimately, this project aims to empower your business with the ability to proactively address churn and retain valuable customers.

Cleaned and preprocessed customer dataset

Feature-engineered dataset for model development

Trained machine learning model for churn prediction

Visualization of key insights and findings

Detailed report outlining model performance and recommendations for reducing churn

Timeline: Approximately 4-6 weeks, depending on the complexity of the dataset and analysis requirements.