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Math for Machine Learning

作成者  Hassan 584,975 KB • 73 ファイル

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73 - Summary Support Vector Machine Classifier.mp4
73 - Summary Support Vector Machine Classifier.mp4
72 - The Kernel Trick.mp4
72 - The Kernel Trick.mp4
71 - Enlarging the Feature Space.mp4
71 - Enlarging the Feature Space.mp4
70 - Support Vector Machine Classifier.mp4
70 - Support Vector Machine Classifier.mp4
69 - Summary Support Vector Classifier.mp4
69 - Summary Support Vector Classifier.mp4
68 - Support Vector Classifier Example 2.mp4
68 - Support Vector Classifier Example 2.mp4
67 - Support Vector Classifier Example 1.mp4
67 - Support Vector Classifier Example 1.mp4
66 - The Support Vectors (Soft Margin).mp4
66 - The Support Vectors (Soft Margin).mp4
65 - Classifying Test Points (Soft Margin).mp4
65 - Classifying Test Points (Soft Margin).mp4
64 - The Coefficients for the Soft Margin Hyperplane.mp4
64 - The Coefficients for the Soft Margin Hyperplane.mp4
63 - Solving the Convex Optimization Problem (Soft Margin).mp4
63 - Solving the Convex Optimization Problem (Soft Margin).mp4
62 - A Convex Optimization Problem.mp4
62 - A Convex Optimization Problem.mp4
61 - Definition of Support Vector Classifier.mp4
61 - Definition of Support Vector Classifier.mp4
60 - Formulating the Optimization Problem.mp4
60 - Formulating the Optimization Problem.mp4
59 - Slack Variables Points on Wrong Side of Hyperplane.mp4
59 - Slack Variables Points on Wrong Side of Hyperplane.mp4
58 - Slack Variables Points on Correct Side of Hyperplane.mp4
58 - Slack Variables Points on Correct Side of Hyperplane.mp4
57 - Support Vector Classifier.mp4
57 - Support Vector Classifier.mp4
56 - Summary Maximal Margin Classifier.mp4
56 - Summary Maximal Margin Classifier.mp4
55 - Maximal Margin Classifier Example 2.mp4
55 - Maximal Margin Classifier Example 2.mp4
54 - Maximal Margin Classifier Example 1.mp4
54 - Maximal Margin Classifier Example 1.mp4
53 - Classifying Test Points.mp4
53 - Classifying Test Points.mp4
52 - The Support Vectors.mp4
52 - The Support Vectors.mp4
51 - The Coefficients for the Maximal Margin Hyperplane.mp4
51 - The Coefficients for the Maximal Margin Hyperplane.mp4
50 - Solving the Dual Problem.mp4
50 - Solving the Dual Problem.mp4
49 - Primal and Dual Problems.mp4
49 - Primal and Dual Problems.mp4
48 - KKT Conditions.mp4
48 - KKT Conditions.mp4
47 - Solving the Convex Optimization Problem.mp4
47 - Solving the Convex Optimization Problem.mp4
46 - Proof 5.mp4
46 - Proof 5.mp4
45 - Proof 4.mp4
45 - Proof 4.mp4
44 - Proof 3.mp4
44 - Proof 3.mp4

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