intermediate

Applied Regression Modeling for Insurance Costs

Machine Learning

3 courses

56 practices

7 hours

Master the foundational skills needed for insurance cost prediction. Learn to explore and visualize insurance data, identify key cost factors, build simple regression models, and evaluate prediction accuracy.

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Verified skills you'll gain

INTERMEDIATE

Machine Learning Model Development

INTERMEDIATE

Model Validation and Selection

Tools you'll use

MatPlotLib

Pandas

Python

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Course 2

PredictHealth's Multi-Factor Cost Models

5 lessons

19 practices

Build on basic regression skills to develop more sophisticated prediction models. Learn to combine multiple factors, incorporate categorical variables, properly clean and prepare data, validate models, and engineer custom features to improve predictions.

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Course 3

PredictHealth's Advanced Pricing System

4 lessons

15 practices

Master advanced modeling techniques to build a state-of-the-art insurance pricing system. Learn to model non-linear patterns, analyze feature interactions, apply regularization for optimal generalization, implement robust validation, and create a complete production-ready prediction system.

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From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11