PredictHealth's Insurance Data & Basic Regression

Machine Learning

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.

MatPlotLib

Pandas

Python

See path

5 lessons

22 practices

3 hours

Course details

Exploring and Preparing the PredictHealth Insurance Dataset

Preview

Loading Your First Insurance Dataset

Creating Your First Dataset Overview Function

Fixing Bugs and Checking Data Quality

Filtering High Risk Insurance Clients

Next Course: PredictHealth's Multi-Factor Cost Models

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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