文件清单 51 项

• 01_Motivation_of_Boosting_12-47.mp4
• 02_Diversity_by_Re-weighting_14-28.mp4
• 04_Adaptive_Boosting_in_Action_11-04.mp4
• 03_Adaptive_Boosting_Algorithm_13-34.mp4
• 01_Motivation_of_Boosting_12-47.pdf
• 01_Motivation_20-36.pdf
• 04_Optimization_and_Regularization_17-29.mp4
• 01_Motivation_20-36.mp4
• 03_Neural_Network_Learning_20-15.mp4

展开全部 51 项

• 02_Neural_Network_Hypothesis_18-01.mp4
• 01_Decision_Tree_Hypothesis_17-28.mp4
• 04_Decision_Tree_in_Action_8-44.mp4
• 01_Decision_Tree_Hypothesis_17-28.pdf
• 02_Decision_Tree_Algorithm_15-20.mp4
• 03_Decision_Tree_Heuristics_in_CRT_13-21.mp4
• 01_RBF_Network_Hypothesis_12-55.pdf
• 02_RBF_Network_Learning_20-08.mp4
• 04_k-Means_and_RBF_Network_in_Action_9-46.mp4
• 01_RBF_Network_Hypothesis_12-55.mp4
• 03_k-Means_Algorithm_16-19.mp4
• 16 - 3 - Overfitting Elimination Techniques (6-44).mp4
• 216_handout.pdf
• 16 - 1 - Feature Exploitation Techniques (16-11).mp4
• 16 - 2 - Error Optimization Techniques (8-40).mp4
• 16 - 4 - Machine Learning in Action (12-59).mp4
• 01_Soft-Margin_SVM_as_Regularized_Model_13-40.mp4
• 01_Soft-Margin_SVM_as_Regularized_Model_13-40.pdf
• 03_SVM_for_Soft_Binary_Classification_9-36.mp4
• 02_SVM_versus_Logistic_Regression_10-18.mp4
• 04_Kernel_Logistic_Regression_16-22.mp4
• 04_Support_Vector_Machine_15-33.mp4
• 01_Course_Introduction_4-07.pdf
• 03_Standard_Large-Margin_Problem_19-16.mp4
• 01_Course_Introduction_4-07.mp4
• 02_Large-Margin_Separating_Hyperplane_14-17.mp4
• 05_Reasons_behind_Large-Margin_Hyperplane_13-31.mp4
• 01_Kernel_Trick_20-23.pdf
• 04_Comparison_of_Kernels_13-35.mp4
• 03_Gaussian_Kernel_14-43.mp4
• 01_Kernel_Trick_20-23.mp4
• 02_Polynomial_Kernel_12-16.mp4
• 01_Deep_Neural_Network_21-30.pdf
• 04_Principal_Component_Analysis_31-20.mp4
• 01_Deep_Neural_Network_21-30.mp4
• 03_Denoising_Autoencoder_8-30.mp4
• 02_Autoencoder_15-17.mp4
• 15 - 2 - Basic Matrix Factorization (16-32).mp4
• 15 - 3 - Stochastic Gradient Descent (12-22).mp4
• 15 - 1 - Linear Network Hypothesis (20-16).mp4
• 15 - 4 - Summary of Extraction Models (9-12).mp4
• 215_handout.pdf