Logistic Regression Course
Gain expertise in logistic regression covering data preparation feature engineering model tuning evaluation calibration and A/B testing. Transform raw data into reliable models that deliver actionable business insights and robust statistical recommendations for real-world applications.

4 to 360 hours of flexible workload
certificate valid in your country
What Will I Learn?
Acquire hands-on skills in logistic regression progressing from data cleaning and feature engineering to model building regularization evaluation metrics like ROC AUC and calibration. Learn to interpret results for business decisions conduct A/B tests detect model drift and create transparent scoring pipelines ready for production use.
Elevify Advantages
Develop Skills
- Build robust logistic models from EDA to regularized tuning.
- Engineer effective features with encoding scaling and imbalance handling.
- Interpret coefficients and odds ratios for business insights.
- Evaluate models using ROC PR calibration and cross-validation.
- Deploy models with scoring pipelines drift detection and retraining.
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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