Logistic Regression Made Simple

Logistic regression is one of the most widely used algorithms for classification problems in machine learning. In this video, we explain logistic regression from first principles. What it is, how it works, and why it’s used for predicting yes/no or true/false outcomes instead of continuous values. You’ll learn: • What logistic regression actually does • How logistic regression is different from linear regression • Why the sigmoid function is used • Real-world examples of logistic regression • Where logistic regression is commonly applied This video is part of Notebook Learning, a channel focused on clear, visual explanations of complex topics in Data Science, Machine Learning, AI, and NLP. Whether you’re a beginner, student, or developer, this video will help you build a strong foundation in classification models in just a few minutes. 📘 New five-minute explainer videos coming regularly. #LogisticRegression #MachineLearning #Classification #DataScience #AI #NotebookLearning