Logistic Regression (GLM) - ML Python Pipeline
-
Updated
Aug 24, 2025 - Python
Logistic Regression (GLM) - ML Python Pipeline
GLM with sklearn, joblib and SHAP project
Developed an end-to-end customer churn prediction ML pipeline using Python, pandas, and scikit-learn. Implemented and trained a logistic regression model, then deployed it as a REST API service using FastAPI and containerized with Docker.
ML Python - Logistic Regression (GLM)
This is a learning project to understand Generalised Linear Models (GLM) such as logistic regression using Python.
Add a description, image, and links to the glm-python topic page so that developers can more easily learn about it.
To associate your repository with the glm-python topic, visit your repo's landing page and select "manage topics."