Motor Insurance Analytics Dashboard | End-to-End Project with Streamlit + AWS EC2 ECR Deployment
Vanitha Gadge
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Motor Insurance Analytics Dashboard | End-to-End Project with Streamlit + AWS EC2 ECR Deployment
20 просмотров · 7 дн. назад
Vanitha Gadge
183 подписчика
20 просмотров · 7 дн. назад
🚀 Motor Insurance Analytics Dashboard – Complete End-to-End Project
In this video, I explain my full Motor Insurance Analytics Dashboard project — from raw data to a live Streamlit application deployed on AWS.
📌 What you will learn in this video:
• Business problem of a motor insurance company
• Data model (Customers, Policies, Vehicles, Claims, Payments)
• Data cleaning & validation pipeline
• Key Insurance KPIs calculation
• Exploratory Data Analysis (EDA)
• Building interactive Streamlit dashboard
• Unit testing with pytest
• Dockerizing the application
• Deploying on AWS using ECR + EC2 + IAM
📊 Key KPIs Covered:
Total Customers & Policies
Active / Expired / Cancelled / Renewed Policies
Total & Average Premium
Claim Approval / Rejection Rate
Claim-to-Premium Ratio
Average Settlement Time
Claims by Vehicle Type & Customer Segments
🛠️ Tech Stack:
Python | Pandas | NumPy | Matplotlib | Seaborn | Streamlit | Pytest | Docker | AWS ECR | EC2 | IAM
🔗 GitHub Repository:
https://github.com/vanitha-spec/Motor...
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#DataAnalytics #Streamlit #AWS #Python #Docker #InsuranceAnalytics #DataScience #EC2 #ECR