Tell me about 1 project you have worked on and what did you learn during this?

Question

Accepted Answer

Developed a machine learning model to predict customer churn for a telecom company.

Collected and cleaned customer data including demographics, usage patterns, and customer service interactions.
Used various machine learning algorithms such as logistic regression, random forest, and XGBoost to build and evaluate the model.
Identified key factors contributing to customer churn such as contract length, monthly charges, and customer satisfaction.
Implemented the model into the company's CRM system to provide real-time predictions and recommendations for customer retention strategies.

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