Convolutional Neural Networks - The Math of Intelligence (Week 4)

Convolutional Neural Networks - The Math of Intelligence (Week 4)

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Siraj Raval • 108K views

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Math topics:
_Functional_analysis_##Functional analysis##_Partial_derivative_##Partial derivative##_Convolution_##Convolution##_RGB_color_model_##RGB color model##_Geometry_##Geometry##_Pixel_##Pixel##_Fourier_transform_##Fourier transform##_Dot_product_##Dot product##_Mathematical_objects_##Mathematical objects##_Softmax_function_##Softmax function##_Negative_number_##Negative number##_Function_(mathematics)_##Function (mathematics)##_Matrix_(mathematics)_##Matrix (mathematics)##_Regression_analysis_##Regression analysis##_Overfitting_##Overfitting##_Dependent_and_independent_variables_##Dependent and independent variables##_Errors_and_residuals_##Errors and residuals##_Linear_regression_##Linear regression
Other topics:
_Physics_##Physics##_Tensor_##Tensor##_Dimension_##Dimension##_Linearity_##Linearity##_Learning_##Learning##_Feature_learning_##Feature learning##_Statistical_classification_##Statistical classification##_Machine_learning_##Machine learning##_Supervised_learning_##Supervised learning
video-id: FTr3n7uBIuE channel_Siraj_Raval_