Regression Course
This course provides hands-on training in regression analysis, covering data preparation, model building, diagnostics, interpretation, and reproducible reporting using R, Python, or Excel.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This focused Regression Course teaches you how to set clear research questions, prepare clean datasets, and run strong models using R, Python, or spreadsheets. You will gain practical skills in exploratory data analysis, choosing models, checking assumptions, and interpreting effect sizes, then share results openly with repeatable workflows and good ethical practices that help make sure decisions based on data in everyday work.
Elevify advantages
Develop skills
- Regression modeling: quickly select, set up, and fit linear models in R, Python, Excel.
- Data preparation: clean, change, and show predictors for strong regression.
- Model diagnostics: check assumptions, compare models, and prevent overfitting in real use.
- Clinical interpretation: change coefficients into clear, useful treatment choices.
- Reproducible reporting: record code, guard privacy, and write short results.
Suggested summary
Before starting, you can change the chapters and the workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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