I really liked how the program provided hands-on tasks that reflected real-world data science challenges at Lloyds Banking Group. It helped me understand how data-driven insights support business decisions and customer retention strategies. The structure and clarity made it easy to follow and learn at my own pace.

I really appreciated the practical, real-world focus of the program. It gave me the chance to apply data-driven thinking to a meaningful business problem like customer retention. The balance between technical tasks and business context helped me understand how predictive analytics directly supports strategic decision-making.

I appreciated the realistic business context and the clear link between data science and customer retention strategy. The simulation helped me practise key steps of a data science project, from data gathering and exploratory analysis to model selection, evaluation metrics, and business recommendations.