Linear Regression
Linear Regression and Gradient Decent method to learn model of Linear Regression. Linear Regression Linear regression: Machine Learning Algorithm Variables in Linear regression Independent variable Ø If X is input numerical variable then X is called the independent variable or predictor.It is input of the model. All Features /Co-variant are independent variable Dependent Variable Ø If Y is output numerical variable. Y is also called the dependent variable or response variable. It Output of a model Machine learning models are built to derive the relationship between the dependent variable and independent variable. It predicts a continuous dependent variable based on values of the independent variable in case of Linear Regression Ø Linear regression is Supervised Learning. It predicts Relationship between dependent and an independent variable which is linear Ø e.g Income * Expendit...
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