Drive data-driven decisions and customer retention strategies at Lloyds Banking Group through advanced data science and analytics.
Welcome to the Lloyds Banking Group Data Science & Analytics Programme! We are thrilled to have you here.
Lloyds Banking Group is a leading UK-based financial services company dedicated to helping individuals and businesses achieve their financial goals. With a rich heritage and a focus on innovation, we strive to offer cutting-edge solutions and services to our customers, supporting them at every stage of their financial journey.
During this programme, you will get the opportunity to step into the shoes of a data science graduate and complete tasks that replicate the work that our Data Science & Analytics team does every day. You’ll learn key skills in:
Predictive modelling and machine learningData preprocessing and analysisModel evaluation and performance metricsCommunicating complex data insights
We hope this programme provides a great resource for you to upskill and strengthen your resume as you explore career options and a potential career at Lloyds Banking Group.
This program is self-paced. It takes approximately 3-4 hours to complete.
Skills Learned:
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Intro & Scenario
Background context and your project team -
Data gathering and exploratory analysis
Enhance customer retention strategies by mastering data analysis and uncovering key insights into customer behaviour- Data Collection & Integration
- Exploratory Data Analysis (EDA)
- Data Cleaning & Preprocessing
- Critical Thinking and Hypothesis Formation
- Communication of Findings
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Building a machine learning model
Enhance customer loyalty at Lloyds by building predictive models to identify and retain at-risk customers- Data Preprocessing and Cleaning
- Algorithm Selection and Model Building
- Model Evaluation and Performance Metrics
- Reporting and Communication
- Data Visualisation and Analysis
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Finish Line
