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Linear Regression Course

Linear Regression Course
from 4 to 360h flexible workload
valid certificate in your country

What will I learn?

This Linear Regression Course takes you step by step from gathering data and designing variables to building models, checking them, and making predictions. You will clean and change data, create features, choose predictors using modern methods like regularization, verify assumptions, and compare models. Learn to make accurate forecasts, share results clearly, and provide fully documented, repeatable analyses for real decisions.

Elevify advantages

Develop skills

  • Build strong linear models: choose predictors with AIC, BIC, LASSO, and CV.
  • Create clean features: deal with missing data, outliers, and skewed variables quickly.
  • Check regression fit: test assumptions, spot multicollinearity and influence.
  • Explain model outputs: describe coefficients, uncertainty, and business effects clearly.
  • Provide repeatable analyses: documented code, version control, and clear reports.

Suggested summary

Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.
Workload: between 4 and 360 hours

What our students say

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EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company where I work.
SilviaNurse
Great course. Lots of valuable information.
WiltonCivil Firefighter

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