[FreeCoursesOnline.Me] [Stone River eLearning] Math for Machine Learning - [FCO]

磁力链接/BT种子名称

[FreeCoursesOnline.Me] [Stone River eLearning] Math for Machine Learning - [FCO]

磁力链接/BT种子简介

种子哈希：049f9792733ca74149fbd439dedbefcd218abbad
文件大小：521.3M
已经下载：952次
下载速度：极快
收录时间：2022-02-05
最近下载：2025-12-23

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文件列表

  • 16.LDA Example 2.mp4 28.2 MB
  • 67.Support Vector Classifier Example 1.mp4 23.1 MB
  • 22.Maximizing the Log-Likelihood Function.mp4 22.5 MB
  • 15.LDA Example 1.mp4 21.1 MB
  • 26.Neural Network Model of the Output Functions.mp4 19.7 MB
  • 05.Linear Algebra Solution to Least Squares Problem.mp4 18.8 MB
  • 04.The Least Squares Method.mp4 18.4 MB
  • 55.Maximal Margin Classifier Example 2.mp4 17.5 MB
  • 21.The Multivariate Newton-Raphson Method.mp4 17.4 MB
  • 54.Maximal Margin Classifier Example 1.mp4 15.1 MB
  • 68.Support Vector Classifier Example 2.mp4 15.0 MB
  • 23.Logistic Regression Example.mp4 15.0 MB
  • 45.Proof 4.mp4 13.6 MB
  • 20.Estimating the Posterior Probability Function.mp4 13.5 MB
  • 42.Reformulating the Optimization Problem.mp4 12.8 MB
  • 11.Modelling the Posterior Probability Functions.mp4 11.9 MB
  • 03.Linear Regression.mp4 11.5 MB
  • 39.Proof 1.mp4 11.4 MB
  • 63.Solving the Convex Optimization Problem (Soft Margin).mp4 9.9 MB
  • 33.Minimizing the Error Function Using Gradient Descent.mp4 9.7 MB
  • 13.Estimating the Linear Discriminant Functions.mp4 9.0 MB
  • 38.Definitions of Separating Hyperplane and Margin.mp4 8.9 MB
  • 12.Linear Discriminant Functions.mp4 8.8 MB
  • 71.Enlarging the Feature Space.mp4 8.6 MB
  • 31.Error Function for Binary Classification.mp4 8.5 MB
  • 46.Proof 5.mp4 8.5 MB
  • 44.Proof 3.mp4 7.6 MB
  • 72.The Kernel Trick.mp4 7.2 MB
  • 32.Error Function for Multiclass Classification.mp4 6.6 MB
  • 34.Backpropagation Equations.mp4 6.4 MB
  • 06.Example Linear Regression.mp4 6.3 MB
  • 28.Choosing Activation Functions.mp4 6.2 MB
  • 58.Slack Variables Points on Correct Side of Hyperplane.mp4 5.7 MB
  • 60.Formulating the Optimization Problem.mp4 5.7 MB
  • 57.Support Vector Classifier.mp4 5.6 MB
  • 40.Maximizing the Margin.mp4 5.6 MB
  • 10.The Posterior Probability Functions.mp4 5.5 MB
  • 02.Course Introduction.mp4 5.4 MB
  • 36.Summary Artificial Neural Networks.mp4 5.3 MB
  • 14.Classifying Data Points Using Linear Discriminant Functions.mp4 5.2 MB
  • 17.Summary Linear Discriminant Analysis.mp4 5.1 MB
  • 50.Solving the Dual Problem.mp4 5.0 MB
  • 01.Course Promo.mp4 4.9 MB
  • 19.Logistic Regression Model of the Posterior Probability Function.mp4 4.4 MB
  • 24.Summary Logistic Regression.mp4 3.9 MB
  • 73.Summary Support Vector Machine Classifier.mp4 3.6 MB
  • 30.Error Function for Regression.mp4 3.5 MB
  • 62.A Convex Optimization Problem.mp4 3.5 MB
  • 37.Maximal Margin Classifier.mp4 3.3 MB
  • 29.Estimating the Output Functions.mp4 3.2 MB
  • 64.The Coefficients for the Soft Margin Hyperplane.mp4 3.1 MB
  • 48.KKT Conditions.mp4 2.9 MB
  • 53.Classifying Test Points.mp4 2.6 MB
  • 65.Classifying Test Points (Soft Margin).mp4 2.5 MB
  • 66.The Support Vectors (Soft Margin).mp4 2.4 MB
  • 35.Summary of Backpropagation.mp4 2.4 MB
  • 59.Slack Variables Points on Wrong Side of Hyperplane.mp4 2.3 MB
  • 49.Primal and Dual Problems.mp4 2.2 MB
  • 69.Summary Support Vector Classifier.mp4 2.0 MB
  • 43.Proof 2.mp4 1.9 MB
  • 08.Classification.mp4 1.7 MB
  • 70.Support Vector Machine Classifier.mp4 1.7 MB
  • 47.Solving the Convex Optimization Problem.mp4 1.7 MB
  • 18.Logistic Regression.mp4 1.7 MB
  • 27.Forward Propagation.mp4 1.7 MB
  • 07.Summary Linear Regression.mp4 1.7 MB
  • 56.Summary Maximal Margin Classifier.mp4 1.7 MB
  • 41.Definition of Maximal Margin Classifier.mp4 1.6 MB
  • 52.The Support Vectors.mp4 1.4 MB
  • 61.Definition of Support Vector Classifier.mp4 1.3 MB
  • 09.Linear Discriminant Analysis.mp4 990.3 kB
  • 25.Artificial Neural Networks.mp4 797.2 kB
  • 51.The Coefficients for the Maximal Margin Hyperplane.mp4 693.3 kB
  • Discuss.FreeTutorials.Us.html 169.7 kB
  • FreeCoursesOnline.Me.html 110.9 kB
  • FreeTutorials.Eu.html 104.7 kB
  • [TGx]Downloaded from torrentgalaxy.org.txt 524 Bytes
  • How you can help Team-FTU.txt 259 Bytes
  • Torrent Downloaded From GloDls.to.txt 84 Bytes

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