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Ch4D - Multiple Linear Regression (Polynomial Models and Interaction Terms)
00:00 - Skippable Introduction 00:40 - Linear regression is good when relationships are linear 01:23 - Examples of nonlinearity: Sale Price vs Year Made for bulldozers and Fuel Efficiency vs Horsepower for cars 02:33 - Review: find_transformations for fixing nonlinearity 04:12 - Intro to polynomials (order of model) 04:55 - Choose order for ...
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