Lecture 2 | Machine Learning (Stanford)

Lecture 2 | Machine Learning (Stanford)

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Stanford • 648K views

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Math topics:
_Real_numbers_##Real numbers##_0_(number)_##0 (number)##_1_(number)_##1 (number)##_Real_number_##Real number##_Algorithms_##Algorithms##_Algorithm_##Algorithm##_Gradient_descent_##Gradient descent##_Iterative_method_##Iterative method##_Mathematical_analysis_##Mathematical analysis##_Maxima_and_minima_##Maxima and minima##_Derivative_##Derivative##_Partial_derivative_##Partial derivative##_Elementary_mathematics_##Elementary mathematics##_Diagonal_##Diagonal##_Function_(mathematics)_##Function (mathematics)##_Linearity_##Linearity##_Identity_matrix_##Identity matrix
Other topics:
_Linear_algebra_##Linear algebra##_Trace_(linear_algebra)_##Trace (linear algebra)##_Transpose_##Transpose##_Matrix_(mathematics)_##Matrix (mathematics)##_Vectors_(mathematics_and_physics)_##Vectors (mathematics and physics)##_Gradient_##Gradient##_Inner_product_space_##Inner product space##_Euclidean_vector_##Euclidean vector##_Single-equation_methods_(econometrics)_##Single-equation methods (econometrics)##_Least_squares_##Least squares##_Ordinary_least_squares_##Ordinary least squares##_Linear_regression_##Linear regression##_Machine_learning_##Machine learning##_Test_set_##Test set##_Supervised_learning_##Supervised learning##_Machine_learning_##Machine learning
video-id: 5u4G23_OohI channel_Stanford_