Скачать или смотреть 02. Linear Regression: Understanding Cost Function, Mean Squared Error, and Real-World Applications

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In this video, we have covered the explanation of linear regression with in-depth mathematics (cost function , mean squared error). We have also discussed different types of linear regression such as simple linear regression and multivariate linear regression. A special case of linear regression called polynomial linear regression is also being discussed in this video. These algorithms are explained with the help of real-world applications.

Timestamps for the important Topics are:
00:00 Introduction to Linear Regression
01:22 Types of Machine Learning
04:48 Linear Regression Analysis
09:55 Simple Linear Regression
10:21 Multivariate(Multiple) Linear Regression
13:29 Polynomial Linear Regression

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