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What is ML Unit 3 about?

The document outlines the syllabus for a unit on regression analysis, covering topics such as simple and multiple linear regression, assumptions in regression analysis, and common problems like multi-collinearity and heteroskedasticity. It explains the relationship between dependent and independent variables, the calculation of regression parameters, and methods to improve model accuracy. The document also includes examples and graphical representations to illustrate key concepts in regression.

Author

siddu.ssit357

Language

EN