DebbyMai/Classification-Analysis-MTN-Africa

Understanding the behavior of the company's customers, you are tasked to analyze relevant customer data and develop a solution that will help determine whether a customer will churn. # Classification Analysis with Python ## Background and Problem Statement You work as a Data Scientist for MTN Africa, a leading Telecommunications Company in Africa. In an effort to understand the behaviour of the company's customers, you are tasked to analyze relevant customer data and develop a solution that will help determine whether a customer will churn. Use the provided dataset to implement your solution. In addition, you will be expected to help relevant stakeholders understand the potential of your developed solution. You will be required to go through the following stages: * Defining the Research Question * Data Importation * Data Exploration * Data Cleaning * Data Analysis (Univariate and Bivariate) * Data Preparation * Data Modeling * Model Evaluation * Challenging your Solution * Recommendations / Conclusion