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The aim of this thesis is to investigate whether the insurance industry can improve its practice by applying data mining and machine learning techniques. The first part of the thesis is an extensive literature survey that gives an overview of the cur..
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Context
Data has always been at the heart of the insurance industry. What has changed in our current reality to create massive disruption is the amount of data generated daily and the speed at which machines can process the info and uncover insights..
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Context
Machine Learning with R by Brett Lantz is a book that provides an introduction to machine learning using R. As far as I can tell, Packt Publishing does not make its datasets available online unless you buy the book and create a user ac..
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Context
The Affordable Care Act (ACA) is the name for the comprehensive health care reform law and its amendments which addresses health insurance coverage, health care costs, and preventive care. The law was enacted in two parts: The Patient Protec..
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Actuarial science is a far-reaching discipline in numerous contexts. In 2018, insurance sectors worldwide amassed a revenue exceeding $5 trillion [1]. A total that exceeds the entire GDP of the world’s third-largest economy, Japan [2]. The insurance ..
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Here are the dataset of insurance on customer lifestyle in which we have to find out the customer lifestyle which will be used in dataset
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Context
This is a policy data
Content
Each row represent a policy
Inspiration
We want to get some insight from this data and make some predictive analysis about this data. For Example, forecast premium or forecast policy that will lapse.
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Data Description:The data at hand contains medical costs of people characterized by certain attributes.Domain:HealthcareContext:Leveraging customer information is paramount for most businesses. In the case of an insurancecompany, attributes of custom..
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Data scientists and actuaries Insurance companies are progressively expecting staff to add data science to their skill sets. Typically, the talent possessed by data scientists combines three qualities: coding, mathematics and statistics, and domain k..
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Context
This is customer data with their vehicle insurance policies. Details about customers and the insurance taken for their vehicles are provided which can be explored to segment similar kind of customers.
Content
The socio-economic data of the..
