Linear Regression

Linear Regression

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Machine Learning- Sudeshna Sarkar • 23K views

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Math topics:
_Estimation_theory_##Estimation theory##_Simple_linear_regression_##Simple linear regression##_Linear_regression_##Linear regression##_Observational_error_##Observational error##_Regression_analysis_##Regression analysis##_Elementary_algebra_##Elementary algebra##_Multiplicative_inverse_##Multiplicative inverse##_Square_(algebra)_##Square (algebra)##_Linearity_##Linearity##_Elementary_mathematics_##Elementary mathematics##_Y-intercept_##Y-intercept##_Plus_and_minus_signs_##Plus and minus signs##_Function_(mathematics)_##Function (mathematics)##_Polynomials_##Polynomials##_Quadratic_function_##Quadratic function##_Linear_function_##Linear function##_Polynomial_##Polynomial##_Multivariable_calculus_##Multivariable calculus##_Euclidean_vector_##Euclidean vector##_Partial_derivative_##Partial derivative##_Gradient_##Gradient##_Analytic_geometry_##Analytic geometry##_Line_(geometry)_##Line (geometry)##_Slope_##Slope##_Cartesian_coordinate_system_##Cartesian coordinate system##_Numerical_analysis_##Numerical analysis##_Iterative_method_##Iterative method##_Mathematical_optimization_##Mathematical optimization##_Gradient_descent_##Gradient descent
Other topics:
_Greek_letters_##Greek letters##_Epsilon_##Epsilon##_Beta_##Beta##_Sigma_##Sigma##_Linear_algebra_##Linear algebra##_Least_squares_##Least squares##_Convex_function_##Convex function##_Function_space_##Function space##_Linear_map_##Linear map
video-id: 8PJ24SrQqy8 channel_Machine_Learning-_Sudeshna_Sarkar_