Neural Networks (1): Basics

Neural Networks (1): Basics

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Alexander Ihler • 159K views

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Math topics:
_Estimation_theory_##Estimation theory##_Overfitting_##Overfitting##_Linear_regression_##Linear regression##_Nonlinear_regression_##Nonlinear regression##_Regression_analysis_##Regression analysis##_Polynomials_##Polynomials##_Linear_function_##Linear function##_Cubic_function_##Cubic function##_Polynomial_##Polynomial##_Differential_calculus_##Differential calculus##_Logistic_function_##Logistic function##_Differentiable_function_##Differentiable function##_Smoothness_##Smoothness
Other topics:
_Classification_algorithms_##Classification algorithms##_Artificial_neural_network_##Artificial neural network##_Linear_classifier_##Linear classifier##_Multilayer_perceptron_##Multilayer perceptron##_Perceptron_##Perceptron##_Physics_##Physics##_Nonlinear_system_##Nonlinear system##_Dimension_##Dimension##_Linearity_##Linearity##_Artificial_neural_networks_##Artificial neural networks##_Activation_function_##Activation function##_Sigmoid_function_##Sigmoid function##_Feedforward_neural_network_##Feedforward neural network##_Linear_algebra_##Linear algebra##_Linear_combination_##Linear combination##_Mean_squared_error_##Mean squared error##_Euclidean_vector_##Euclidean vector##_Hyperplane_##Hyperplane##_Statistical_classification_##Statistical classification##_Decision_boundary_##Decision boundary##_Statistical_classification_##Statistical classification##_Recurrent_neural_network_##Recurrent neural network
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