What are the main Assumptions of Linear Regression? | Top 5 Assumptions of Linear Regression

In this video, we will discuss the assumptions of linear regression in detail. We will first discuss all the assumptions in theory, and then write python code to check it. We'll explore the key assumptions that underlie Linear Regression.

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#LinearRegression #StatisticsExplained #DataScience101

⌚Time Stamps⌚

00:00 - Intro
00:32 - Main Assumptions of Linear Regression
01:57 - Linear Relationship
04:25 - Multicollinearity
09:56 - Normal Residual
13:14 - Homoscedasticity
15:36 - No Autocorrelation of Error
17:25 - Outro