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Logistic Regression Course

Logistic Regression Course
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.
Workload: between 4 and 360 hours

What our students say

Your classes are perfect. I got the one-year package and finally have the chance to follow several topics I'm interested in without having to switch platforms... thank you for everything you do, I've already recommended you to others...
Giulio Carlo
Giulio CarloDigital Marketing Student
I like how the lessons get straight to the point and how I can switch chapters and skip content I don't need.
Mariana Ferres
Mariana FerresPhotography Student
I like the content and the way the videos are presented and transcribed, which speeds up the process!
Luciana Alvarenga
Luciana AlvarengaNail Design Student
The platform is fast and easy to use. The variety of content and the supplementary videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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