Regression Course
This comprehensive Regression Analysis Mastery Course equips statistics professionals with essential techniques for model selection, diagnostics, interpretation, ethical considerations, and reporting. Transform real-world data into reliable, actionable insights from research question to final decision, ensuring robust and defensible outcomes in professional settings.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain skills to define precise research questions, prepare quality datasets, and implement reliable regression models using R, Python, or spreadsheets. Master exploratory data analysis, model selection, assumption testing, effect size evaluation, and transparent reporting with reproducible methods and ethical practices for solid data-informed choices in everyday work.
Elevify advantages
Develop skills
- Regression modeling: quickly select, build, and apply linear models in R, Python, or Excel.
- Data preparation: clean, reshape, and visualise variables for strong regression results.
- Model diagnostics: verify assumptions, evaluate models, and prevent overfitting effectively.
- Clinical interpretation: convert model coefficients into practical, evidence-based decisions.
- Reproducible reporting: record workflows, safeguard data privacy, and produce clear summaries.
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.What our students say
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