What is Logistic Regression?

Logistic Regression is closely related to Linear Regression. Read my post on Linear Regression here

Logistic Regression is a classification technique, meaning that the target Y is qualitative instead of quantitative. For example, trying to predict whether a customer will stop doing business with you, a.k.a. churn.
Logistic …

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What is Linear Regression?

Linear regression is used to model the relationship between continuous variables. For example to predict the price of a house when you have features like size in square meters and crime in the neighborhood etc.  A linear regression function takes the form of

$$\hat{y}=\hat{\beta_0}+\hat{\beta_1}x_1 …

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