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Introduction from Lloyds Banking Group

Hear Noel Helliwell, Machine Learning Engineer at Lloyds Banking Group, introduce the program.Explore Our Job Sims

Tasks in this program

Intro & Scenario
Meet your team members and learn about your project goals.
Your role
  • You are a data science graduate at Lloyds Banking Group.
  • You are part of the Data Science & Analytics team, where each member contributes uniquely to projects.
  • Your team has been assigned the task of enhancing customer retention through analytics, focusing on predicting customer churn.
  • As a recent graduate eager to apply your data science skills, you see this project as an excellent opportunity to make a meaningful impact.
Your goal
  • Your primary task is to collaborate with the team to gather and analyse data relevant to customer churn.
  • You need to perform exploratory data analysis to uncover patterns and insights, clean and preprocess the data, and build a predictive model for customer churn.
  • Additionally, you are expected to suggest ways to evaluate and measure the model's performance.

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