Logistic Regression Course
Master logistic regression fully in dis course, from data preparation right through to deployment. Learn feature engineering, model tuning, calibration, an A/B testing fi turn probabilities into clear business decisions an statistically sound recommendations wid confidence.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
Gain expertise in logistic regression through a hands-on course from data prep to production models. Cover preprocessing, feature engineering, model building, regularization, evaluation using ROC, AUC, calibration, interpreting coefficients for business insights, A/B testing, drift monitoring, and creating documented scoring pipelines.
Elevify advantages
Develop skills
- Build strong logistic models: from EDA to regularized, tuned specifications.
- Engineer powerful features: encoding, scaling, an fixes fi imbalance dat boost AUC.
- Interpret odds ratios an coefficients: turn model outputs into business insights quick-quick.
- Evaluate classifiers proper: ROC, PR, calibration, cross-validation, an CI.
- Deploy an monitor models: scoring pipelines, drift checks, an 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 are saying
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