Understanding Logistic Regression: Exploring Examples, Differences from Linear Regression, and Types

Welcome to this interactive video on logistic regression! In this video, you will learn about a widely used machine learning algorithm known as logistic regression. You will also get to know about what makes it different from our good old linear regression. You will understand the working of logistic regression with an example. I have also covered types of logistic regression in this video.

Dive into this video to learn this powerful supervised learning algorithm. The video is structured to cover all the essential topics, including the definition of logistic regression, the working principle using the maximum likelihood estimation method, and examples. You'll also find timestamps below for easy navigation.

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We have covered the following topics:
0:00 Introduction
0:15 Definition of Logistic Regression
0:49 Difference between Linear Regression and Logistic Regression
1:30 Working of Logistic Regression: Sigmoid Function, Probability
3:06 Example
5:20 Types of Logistic Regression
6:16 Conclusion

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