Meaning of 'Linear'
Meaning of ‘Linear’ in Linear Regression
Linear Regression
Linear Regression
less than a minute
End of Section
Meaning of 'Regression'
Meaning of ‘Regression’ in Linear Regression
Linear Regression
Linear Regression
Probabilistic Interpretation
Probabilistic Interpretation of Linear Regression
Convex Function
Convex Function
Gradient Descent
Gradient Descent
Polynomial Regression
Polynomial Regression
Data Splitting
Data Splitting
Cross Validation
Cross Validation
Bias Variance Tradeoff
Bias Variance Tradeoff
Regularization
Regularization
Regression Metrics
Regression Metrics
Assumptions
Assumptions Of Linear Regression