Download [Stone River eLearning] Math for Machine Learning - [FCO] Torrent

Torrent Contents Size: 521.3 MB

[Stone River eLearning] Math for Machine Learning - [FCO]

▼ show more 64 files

01.Course Promo.mp4	MP4	4.7 MB
02.Course Introduction.mp4	MP4	5.2 MB
03.Linear Regression.mp4	MP4	11 MB
04.The Least Squares Method.mp4	MP4	17.5 MB
05.Linear Algebra Solution to Least Squares Problem.mp4	MP4	17.9 MB
06.Example Linear Regression.mp4	MP4	6 MB
07.Summary Linear Regression.mp4	MP4	1.6 MB
08.Classification.mp4	MP4	1.7 MB
09.Linear Discriminant Analysis.mp4	MP4	967.1 KB
10.The Posterior Probability Functions.mp4	MP4	5.3 MB
11.Modelling the Posterior Probability Functions.mp4	MP4	11.3 MB
12.Linear Discriminant Functions.mp4	MP4	8.4 MB
13.Estimating the Linear Discriminant Functions.mp4	MP4	8.6 MB
14.Classifying Data Points Using Linear Discriminant Functions.mp4	MP4	4.9 MB
15.LDA Example 1.mp4	MP4	20.2 MB
16.LDA Example 2.mp4	MP4	26.9 MB
17.Summary Linear Discriminant Analysis.mp4	MP4	4.8 MB
18.Logistic Regression.mp4	MP4	1.6 MB
19.Logistic Regression Model of the Posterior Probability Function.mp4	MP4	4.2 MB
20.Estimating the Posterior Probability Function.mp4	MP4	12.9 MB
21.The Multivariate Newton-Raphson Method.mp4	MP4	16.6 MB
22.Maximizing the Log-Likelihood Function.mp4	MP4	21.4 MB
23.Logistic Regression Example.mp4	MP4	14.3 MB
24.Summary Logistic Regression.mp4	MP4	3.7 MB
25.Artificial Neural Networks.mp4	MP4	778.6 KB
26.Neural Network Model of the Output Functions.mp4	MP4	18.8 MB
27.Forward Propagation.mp4	MP4	1.6 MB
28.Choosing Activation Functions.mp4	MP4	5.9 MB
29.Estimating the Output Functions.mp4	MP4	3 MB
30.Error Function for Regression.mp4	MP4	3.3 MB
31.Error Function for Binary Classification.mp4	MP4	8.1 MB
32.Error Function for Multiclass Classification.mp4	MP4	6.3 MB
33.Minimizing the Error Function Using Gradient Descent.mp4	MP4	9.2 MB
34.Backpropagation Equations.mp4	MP4	6.1 MB
35.Summary of Backpropagation.mp4	MP4	2.3 MB
36.Summary Artificial Neural Networks.mp4	MP4	5 MB
37.Maximal Margin Classifier.mp4	MP4	3.1 MB
38.Definitions of Separating Hyperplane and Margin.mp4	MP4	8.4 MB
39.Proof 1.mp4	MP4	10.8 MB
40.Maximizing the Margin.mp4	MP4	5.3 MB
41.Definition of Maximal Margin Classifier.mp4	MP4	1.5 MB
42.Reformulating the Optimization Problem.mp4	MP4	12.2 MB
43.Proof 2.mp4	MP4	1.8 MB
44.Proof 3.mp4	MP4	7.3 MB
45.Proof 4.mp4	MP4	13 MB
46.Proof 5.mp4	MP4	8.1 MB
47.Solving the Convex Optimization Problem.mp4	MP4	1.7 MB
48.KKT Conditions.mp4	MP4	2.7 MB
49.Primal and Dual Problems.mp4	MP4	2.1 MB
50.Solving the Dual Problem.mp4	MP4	4.8 MB
51.The Coefficients for the Maximal Margin Hyperplane.mp4	MP4	677 KB
52.The Support Vectors.mp4	MP4	1.3 MB
53.Classifying Test Points.mp4	MP4	2.5 MB
54.Maximal Margin Classifier Example 1.mp4	MP4	14.4 MB
55.Maximal Margin Classifier Example 2.mp4	MP4	16.7 MB
56.Summary Maximal Margin Classifier.mp4	MP4	1.6 MB
57.Support Vector Classifier.mp4	MP4	5.3 MB
58.Slack Variables Points on Correct Side of Hyperplane.mp4	MP4	5.5 MB
59.Slack Variables Points on Wrong Side of Hyperplane.mp4	MP4	2.2 MB
60.Formulating the Optimization Problem.mp4	MP4	5.5 MB
61.Definition of Support Vector Classifier.mp4	MP4	1.2 MB
62.A Convex Optimization Problem.mp4	MP4	3.3 MB
63.Solving the Convex Optimization Problem (Soft Margin).mp4	MP4	9.4 MB
64.The Coefficients for the Soft Margin Hyperplane.mp4	MP4	2.9 MB
65.Classifying Test Points (Soft Margin).mp4	MP4	2.4 MB
66.The Support Vectors (Soft Margin).mp4	MP4	2.3 MB
67.Support Vector Classifier Example 1.mp4	MP4	22.1 MB
68.Support Vector Classifier Example 2.mp4	MP4	14.3 MB
69.Summary Support Vector Classifier.mp4	MP4	1.9 MB
70.Support Vector Machine Classifier.mp4	MP4	1.7 MB
71.Enlarging the Feature Space.mp4	MP4	8.2 MB
72.The Kernel Trick.mp4	MP4	6.9 MB
73.Summary Support Vector Machine Classifier.mp4	MP4	3.4 MB
Discuss.FreeTutorials.Us.html	HTML	165.7 KB
FreeCoursesOnline.Me.html	HTML	108.3 KB
FreeTutorials.Eu.html	HTML	102.2 KB
How you can help Team-FTU.txt	TXT	307.2 B
Torrent Downloaded From GloDls.to.txt	TXT	102.4 B
[TGx]Downloaded from torrentgalaxy.org.txt	TXT	512 B

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[Stone River eLearning] Math for Machine Learning - [FCO]

Torrent Contents Size: 521.3 MB

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