Logistic Regression Explained: A Simple Yet Powerful Classification Algorithm
Автор: Computing For All
Загружено: 2025-03-31
Просмотров: 138
Описание:
In this video, we discuss logistic regression, one of the most fundamental and widely used algorithms for binary classification problems in machine learning. Whether you're a beginner trying to understand the basics or someone looking for a quick refresher, this video will walk you through:
✅ What logistic regression is
✅ How it differs from linear regression
✅ The concept of the logit/sigmoid function
✅ How we use it to classify data points
📊 Logistic regression is used in a wide range of real-world applications—from spam detection and medical diagnosis to predicting customer churn. Don’t miss this essential foundation for mastering machine learning classification techniques!
The three previous videos covering linear regression are as follows:
• W4: P1: Predict the Future: Mastering Line...
• W4: P2: Crafting Powerful Linear Regressio...
• W4: P3: (Continued) Crafting Powerful Line...
The course that covers all these is as follows:
https://courses.computing4all.com/cou...
Thank you!
--
Dr. Shahriar Hossain
https://courses.computing4all.com/cou...
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