Machine Learning for Insurance: Predict Claim & Assess Risk

Predict insurance claim amount, build insurance risk assessment model, and detect claim fraud with machine learning
Udemy
platform
English
language
Operating Systems
category
instructor
Machine Learning for Insurance: Predict Claim & Assess Risk
251
students
3.5 hours
content
May 2025
last update
$44.99
regular price

What you will learn

Learn about machine learning applications in insurance and its technical limitations

Learn how to predict insurance claim amount using XGBoost

Learn how to build insurance risk assessment model using Logistic Regression

Learn how to detect insurance claim fraud using Support Vector Machine

Learn how to predict insurance claim amount using LightGBM

Learn how to build insurance risk assessment model using Random Forest Classifier

Learn how to detect insurance claim fraud using K Nearest Neighbor

Learn how to test machine learning model using synthetic data

Learn how to handle class imbalance using Synthetic Minority Oversampling Technique

Learn how to conduct feature importance analysis using Random Forest Regressor

Learn how to analyze relationship between age, gender, and insurance claim amount

Learn how to find correlation between body mass index and blood pressure with insurance claim amount

Learn how to find correlation between smoking status and insurance claim amount

Learn how insurance risk assessment models work. This section covers data preprocessing, feature selection, train test split, model training, and assessing risk

Learn how to clean dataset by removing missing values and duplicates

Course Gallery

Machine Learning for Insurance: Predict Claim & Assess Risk – Screenshot 1
Screenshot 1Machine Learning for Insurance: Predict Claim & Assess Risk
Machine Learning for Insurance: Predict Claim & Assess Risk – Screenshot 2
Screenshot 2Machine Learning for Insurance: Predict Claim & Assess Risk
Machine Learning for Insurance: Predict Claim & Assess Risk – Screenshot 3
Screenshot 3Machine Learning for Insurance: Predict Claim & Assess Risk
Machine Learning for Insurance: Predict Claim & Assess Risk – Screenshot 4
Screenshot 4Machine Learning for Insurance: Predict Claim & Assess Risk

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6635871
udemy ID
26/05/2025
course created date
02/06/2025
course indexed date
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