Classification

Evaluating Classification Models

Machine Learning & AI

To ensure your classification model performs reliably, you must evaluate it using proper metrics and techniques beyond just training data accuracy.

Implementing Logistic Regression in Python

Machine Learning & AI

Logistic regression predicts categorical outcomes like spam detection. This tutorial builds a binary classification model from scratch using Python and NumPy.

Logistic Regression Explained

Machine Learning & AI

Logistic regression is a classification algorithm used to predict binary outcomes. It's simple, interpretable, and widely applied for tasks like spam detection and medical diagnosis.