Allstate: How severe is an insurance claim?

Describe Project

It is my capstone in Udacity Machine Learning Engineer Nanodegree course.

Objectives

The objective is to use supervised learning technical for understand how severe is an insurance claim.

Documentation

Capstone proposal

Data Source

Kaggle: allstate claims severity

Algorithms

• Linear Regression
• Random Forest Regressor
• XGBoost

Quickstart

1. Data Exploration and Data Cleaning
2. Modeling and Evaluation

Requirements

This project is tested with:

Requisite	Version
Python	3.6.8
Pip	21.2.4

Install Libraries

pip install --require-hashes -r requirements.txt

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