Logistic Regression Course
Master logistic regression from data prep to deployment. Learn feature engineering, model tuning, calibration, and A/B testing to turn probabilities into clear business decisions and statistically sound recommendations.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Master logistic regression in a focused, practical course that takes you from clean data to reliable, production-ready models. You will learn data preprocessing, feature engineering, model specification, regularization, and robust evaluation with ROC, AUC, and calibration. Then, translate coefficients into clear business insights, design A/B tests, monitor drift, and build a transparent, well-documented scoring pipeline.
Elevify advantages
Develop skills
- Build robust logistic models: from EDA to regularized, tuned specifications.
- Engineer powerful features: encoding, scaling, and imbalance fixes that boost AUC.
- Interpret odds ratios and coefficients: turn model outputs into business insights fast.
- Evaluate classifiers rigorously: ROC, PR, calibration, cross-validation, and CI.
- Deploy and monitor models: scoring pipelines, drift checks, and retraining plans.
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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