Ali Ghodsi, Lec 7: Backpropagation

Ali Ghodsi, Lec 7: Backpropagation

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Data Science Courses • 5K views

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Math topics:
_Model_selection_##Model selection##_Model_selection_##Model selection##_Cross-validation_(statistics)_##Cross-validation (statistics)##_Loss_function_##Loss function##_Polynomials_##Polynomials##_Degree_of_a_polynomial_##Degree of a polynomial##_Linear_function_##Linear function##_Polynomial_##Polynomial##_Quadratic_form_##Quadratic form##_Regression_analysis_##Regression analysis##_Overfitting_##Overfitting##_Errors_and_residuals_##Errors and residuals##_Logistic_regression_##Logistic regression##_Functions_and_mappings_##Functions and mappings##_Derivative_##Derivative##_Transpose_##Transpose##_Matrix_(mathematics)_##Matrix (mathematics)##_Elementary_mathematics_##Elementary mathematics##_Inequality_(mathematics)_##Inequality (mathematics)##_Function_(mathematics)_##Function (mathematics)##_Inverse_function_##Inverse function##_Point_(geometry)_##Point (geometry)##_Mathematical_optimization_##Mathematical optimization##_Maxima_and_minima_##Maxima and minima##_Mathematical_optimization_##Mathematical optimization##_Gradient_descent_##Gradient descent
Other topics:
_Artificial_neural_networks_##Artificial neural networks##_Backpropagation_##Backpropagation##_Convolutional_neural_network_##Convolutional neural network##_Feedforward_neural_network_##Feedforward neural network##_Perceptron_##Perceptron##_Physics_##Physics##_Nonlinear_system_##Nonlinear system##_Linearity_##Linearity##_Euclidean_vector_##Euclidean vector##_Data_##Data##_Computational_complexity_theory_##Computational complexity theory##_Data_##Data##_Data_point_##Data point
video-id: J6hcu87NZWE channel_Data_Science_Courses_