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Linear Regression

Overview#

Linear Regression is used in Machine Learning and statistics.

Linear Regression is a linear model, e.g. a model that assumes a linear relationship between the Independent variable (x) and the single Dependent variable (y).

  • simple Linear Regression - When there is a single input variable (x)
  • multiple Linear Regression - When there are multiple input variables

The linear equation assigns one Scalar factor to each input value or Vector, called a coefficient that is commonly represented by the Greek letter Beta.

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