Linear And Logistic Regression Tutorial | Logistic Regression In Machine Learning | Intellipaat
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In this Linear And Logistic Regression Tutorial video, you will learn everything about Linear regression, regression use case and types of regression, what is linear regression, understanding linear regression, good ness of fit - R2 , Logistic regression, spam email classifier, Roc curve and hands-on demo. This is a must-watch video for everyone who wishes o learn Linear And Logistic Regression Tutorial to make a career in it.
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🔵 Following topics are covered in this session:
00:00:00 - Introduction to Linear and Logistic Regression
00:03:15 - What is Regression?
00:06:38 - Regression Use Case
00:08:37 - Types of Regression
00:11:10 - What is Linear Regression
00:12:53 - Understanding Linear Regression
00:46:46 - Mean Square Error
00:48:08 - Goodness of Fit - R^2
00:59:43 - Simple Linear Regression
01:36:36 - Multiple Linear Regression
01:43:34 - Logistic Regression Algorithm
01:47:49 - Introduction to Logistic Regression
01:52:53 - Spam Email Classifier
02:45:37 - Summary
03:48:25 - Evaluate model Using Confusion Matrix
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