The Logistic Regression lab is an AI-powered, fully interactive simulator where students explore the mathematics of logistic regression,  the sigmoid function, decision boundaries, and key classification metrics, by clicking, experimenting, and discovering patterns in real binary data. 

The Logistic Regression Lab is part of the Tech with a Human Heart❤️ project, led by Dr. Tahani Al-Khatib at KASIT, University of Jordan, by using Claude AI. It is an educational tool designed for students in statistics, data science, and machine learning courses who are ready to move from predicting continuous values to predicting binary outcomes.