Support Vector Machines - The Math of Intelligence (Week 1)

Support Vector Machines - The Math of Intelligence (Week 1)

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Siraj Raval • 87K views

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Math topics:
_Elementary_mathematics_##Elementary mathematics##_Function_(mathematics)_##Function (mathematics)##_Point_(geometry)_##Point (geometry)##_Linearity_##Linearity##_Differential_operators_##Differential operators##_Gradient_##Gradient##_Hessian_matrix_##Hessian matrix##_Partial_derivative_##Partial derivative##_Mathematics_##Mathematics##_Gradient_descent_##Gradient descent##_Dimension_##Dimension##_Newton's_method_##Newton's method
Other topics:
_Machine_learning_##Machine learning##_Machine_learning_##Machine learning##_Supervised_learning_##Supervised learning##_Unsupervised_learning_##Unsupervised learning##_Classification_algorithms_##Classification algorithms##_Statistical_classification_##Statistical classification##_Support_vector_machine_##Support vector machine##_Linear_classifier_##Linear classifier##_Linear_algebra_##Linear algebra##_Matrix_(mathematics)_##Matrix (mathematics)##_Euclidean_space_##Euclidean space##_Hyperplane_##Hyperplane##_Data_##Data##_Test_set_##Test set##_Data_##Data##_Time_series_##Time series##_Kernel_method_##Kernel method
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