Polynomial Regression ! All you need to know

Описание к видео Polynomial Regression ! All you need to know

Linear models are simple and convenient but real-world processes are rarely simple. Real-world scenarios tend to be complex and non-linear.
In this video, we will discuss how can moving from a linear to a non-linear model can greatly improve the performance.

We use a technique called #Polynomial_Regression to fit a #Non_linear model to the #housing_price problem.

We dive deep to understand when can non-linearity lead to #overfitting.

Here is the link to my previous video on #Linear_Regression, #Cost_Function, and #Gradient_Descent_Algorithm.

   • Linear Regression, Cost Function and ...  

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