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From Data to Dollars - Predicting Insurance Charges

IntermediateSkill Level
4.8+
132 reviews
Updated 10/2024
Join us at a leading insurance company, where we'll craft a model to predict customer charges and test it with new client data
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PythonMachine Learning1 hr1 Task1,500 XP2,527

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Project Description

From Data to Dollars - Predicting Insurance Charges

Step into the role of a Data Scientist at a leading Health Insurance company, where your task is to build a model that predicts customer charges.This project goes beyond model creation; you'll also test its effectiveness on data from new clients. It's an exciting opportunity to see data science in action in the business world. Dive in and prepare to make a significant impact!

From Data to Dollars - Predicting Insurance Charges

Join us at a leading insurance company, where we'll craft a model to predict customer charges and test it with new client data
Start Free Project
  • 1

    Task 1

Don’t just take our word for it

*4.8
from 132 reviews
82%
17%
1%
0%
0%
  • Joana
    3 days

    Não me deixou carregar um código ligeiramente diferentes com treino de outro modelos, dava erro na submissão. Critério LinearRegression GradientBoostingRegressor Tipo de modelo Linear simples Ensemble não-linear Capacidade de capturar padrões Limitada a relações lineares Captura interações complexas e não-linearidades Robustez a outliers Baixa Alta R² observado ~0.66–0.72 (dependente do split) ~0.78–0.85 (mais estável) Tratamento de nulos Requer imputação total Pode aceitar nulos com HistGradientBoosting Explicabilidade Alta (coeficientes diretos) Média (necessita SHAP ou feature importance) Tempo de treino Muito rápido Moderado Aplicação ao validation_data Funciona bem após codificação e escalamento Funciona bem, mesmo com dados heterogêneos

  • shivarajesh
    3 days

  • Shengjie
    6 days

  • Nguyễn Đức
    6 days

  • mohamed
    6 days

  • Terrance
    10 days

    niceeeeeeeeeee

shivarajesh

Shengjie

Nguyễn Đức

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