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Logistic Regression Course

Logistic Regression Course
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.
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 extra videos really help with learning.
Giulio Carlo
Giulio CarloPrompt Engineering Student

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