Head of Data science, OutFund
Senior Data Engineer, Hogan Assessment Systems
Director of Business Intelligence , CouponFollow
Data Engineering Lead - Uber
In this ensemble machine learning project, we will predict what kind of claims an insurance company will get. This is implemented in python using ensemble machine learning algorithms.
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Overview
All State, a personal insurance company in the United States, is interested in leveraging data science to predict the severity and the cost of insurance claims post an unforeseen event.
This ensemble machine learning project will help you understand the best practices followed in approaching a data analytics problem through python language focusing on using data science packages. We will predict how severe insurance claims will be for All State. We accomplish this using ensemble machine learning algorithms.
Tech Stack
Language: Python
Libraries: pandas, NumPy, seaborn, matplotlib, sklearn, shap
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