Log in
Choose your language

Logistic Regression Course

Logistic Regression Course
flexible workload from 4 to 360h
valid certificate in your country

What will I learn?

Gain expertise in logistic regression through this practical course, progressing from data preparation to deploying reliable models. Cover preprocessing, feature engineering, model building, regularization, evaluation using ROC, AUC, and calibration, interpreting coefficients for business insights, A/B testing, drift monitoring, and creating transparent scoring pipelines.

Elevify advantages

Develop skills

  • Build strong logistic models from exploratory analysis to tuned, regularized versions.
  • Create effective features through encoding, scaling, and handling imbalances to improve performance.
  • Interpret model coefficients and odds ratios to deliver quick business insights.
  • Assess models thoroughly with ROC, PR curves, calibration, cross-validation, and confidence intervals.
  • Deploy models effectively with scoring pipelines, drift detection, and retraining strategies.

Suggested summary

Before starting, you can change the chapters and 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

I was just promoted to Intelligence Advisor for the Prison System, and the course from Elevify was crucial for me to be selected.
EmersonPolice Investigator
The course was essential to meet the expectations of my boss and the company where I work.
SilviaNurse
Very great course. Lots of valuable information.
WiltonCivil Firefighter

FAQs

Who is Elevify? How does it work?

Do the courses have certificates?

Are the courses free?

What is the course workload?

What are the courses like?

How do the courses work?

What is the duration of the courses?

What is the cost or price of the courses?

What is an EAD or online course and how does it work?

PDF Course