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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?

Master logistic regression in a focused, practical course that takes you from clean data to reliable, production-ready models. You will learn data preprocessing, feature engineering, model specification, regularization, and robust evaluation with ROC, AUC, and calibration. Then, translate coefficients into clear business insights, design A/B tests, monitor drift, and build a transparent, well-documented scoring pipeline.

Elevify advantages

Develop skills

  • Build robust logistic models: from EDA to regularized, tuned specifications.
  • Engineer powerful features: encoding, scaling, and imbalance fixes that boost AUC.
  • Interpret odds ratios and coefficients: turn model outputs into business insights fast.
  • Evaluate classifiers rigorously: ROC, PR, calibration, cross-validation, and CI.
  • Deploy and monitor models: scoring pipelines, drift checks, and retraining plans.

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

As suas aulas são perfeitas. Adquiri o pacote de um ano e, finalmente, tenho a oportunidade de acompanhar diversos temas do meu interesse sem precisar mudar de plataforma... agradeço por tudo o que fazem, já recomendei vocês a outras pessoas...
Giulio Carlo
Giulio CarloAluno de Marketing Digital
Eu gosto de como as lições são direto ao ponto e como eu consigo alterar capítulos e pular conteúdos que não preciso.
Mariana Ferres
Mariana FerresAluna de Fotografia
Gosto do conteúdo e do modo de apresentação e transcrição de vídeos, o que acelera o processo!
Luciana Alvarenga
Luciana AlvarengaAluna de Design de Unhas
A plataforma é rápida, simples de usar. A diversidade de conteúdo e os vídeos complementares ajudam muito no aprendizado.
Giulio Carlo
Giulio CarloAluno de Engenharia de Prompt

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