The Evolution of Gradient Descent

The Evolution of Gradient Descent

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Siraj Raval • 40K views

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Math topics:
_Mathematical_optimization_##Mathematical optimization##_Mathematical_optimization_##Mathematical optimization##_Stochastic_gradient_descent_##Stochastic gradient descent##_Gradient_descent_##Gradient descent##_Moment_(mathematics)_##Moment (mathematics)##_Moment_(mathematics)_##Moment (mathematics)##_Variance_##Variance##_Mean_##Mean##_Mathematical_terminology_##Mathematical terminology##_Parameter_##Parameter##_Mathematical_model_##Mathematical model##_Sign_(mathematics)_##Sign (mathematics)##_Calculus_##Calculus##_Maxima_and_minima_##Maxima and minima##_Calculus_##Calculus##_Limit_of_a_sequence_##Limit of a sequence##_Abstract_algebra_##Abstract algebra##_Fraction_(mathematics)_##Fraction (mathematics)##_Euclidean_vector_##Euclidean vector##_Addition_##Addition
Other topics:
_Learning_##Learning##_Overfitting_##Overfitting##_Machine_learning_##Machine learning##_Learning_##Learning##_Physical_quantities_##Physical quantities##_Gradient_##Gradient##_Derivative_##Derivative##_Time_##Time##_Cybernetics_##Cybernetics##_Analysis_of_algorithms_##Analysis of algorithms##_Information_theory_##Information theory##_Artificial_intelligence_##Artificial intelligence##_Philosophy_of_science_##Philosophy of science##_Causality_##Causality##_Scientific_method_##Scientific method##_Scientific_control_##Scientific control##_Isaac_Newton_##Isaac Newton##_Subfields_of_physics_##Subfields of physics##_Acceleration_##Acceleration##_Classical_physics_##Classical physics##_Momentum_##Momentum##_Data_##Data##_Data_##Data##_Data_set_##Data set##_Test_set_##Test set
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