Artificial Intelligence

108 learners

PredictHealth's Multi-Factor Cost Models

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.

Python

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5 lessons

19 practices

3 hours

Course details

Predicting Insurance Costs with Multiple Regression: Age and BMI Analysis

Preview

Comparing Single vs Multi-Factor Prediction Models

Extracting Meaning from Model Coefficients

Residual Analysis Reveals Model Weaknesses

Previous Course Next Course: PredictHealth's Advanced Pricing System

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Faith Yim

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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

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Abbey Helterbran

Tech consultant

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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

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

PredictHealth's Multi-Factor Cost Models

Course details

Unit 13 practices26 min

Unit 24 practices32 min

Unit 34 practices32 min

Unit 44 practices32 min

Unit 54 practices32 min

Turn screen time into skills time

Join the 1M+ learners on CodeSignal

From our community

From our community