ml-class

文件大小:1.78 GB
创建日期:2011-12-20
相关链接:ml-class

文件列表183

  •  Octave.Workshop.Installer.exe  117.11 MB
  •  Octave-3.2.4_i686-pc-mingw32_gcc-4.4.0_setup.exe  69.61 MB
  •  Video Lectures12.6-SupportVectorMachines-UsingAnSVM.mp4  25.76 MB
  •  Video Lectures05.2-OctaveTutorial-MovingDataAround.mp4  25.42 MB
  •  Video Lectures12.3-SupportVectorMachines-MathematicsBehindLargeMarginClassificationOptional.mp4  22.91 MB
  •  Video Lectures06.6-LogisticRegression-AdvancedOptimization.mp4  21.59 MB
  •  Video Lectures09.8-NeuralNetworksLearning-AutonomousDrivingExample.mp4  21.25 MB
  •  Video Lectures05.1-OctaveTutorial-BasicOperations.mp4  20.69 MB
  •  Video Lectures19.3-ApplicationExamplePhotoOCR-GettingLotsOfDataArtificialDataSynthesis.mp4  20.4 MB
  •  Video Lectures05.5-OctaveTutorial-ForWhileIfStatementsAndFunctions.mp4  19.69 MB
  •  Video Lectures15.4-DimensionalityReduction-PrincipalComponentAnalysisAlgorithm.mp4  19.4 MB
  •  Video Lectures12.4-SupportVectorMachines-KernelsI.mp4  18.74 MB
  •  Video Lectures17.2-RecommenderSystems-ContentBasedRecommendations.mp4  18.73 MB
  •  Video Lectures12.5-SupportVectorMachines-KernelsII.mp4  18.31 MB
  •  Video Lectures01.4-V2-Introduction-UnsupervisedLearning.mp4  18.17 MB
  •  Video Lectures19.2-ApplicationExamplePhotoOCR-SlidingWindows.mp4  18.04 MB
  •  Video Lectures09.7-NeuralNetworksLearning-PuttingItTogether.mp4  17.88 MB
  •  Video Lectures19.4-ApplicationExamplePhotoOCR-CeilingAnalysisWhatPartOfThePipelineToWorkOnNext.mp4  17.83 MB
  •  Video Lectures12.1-SupportVectorMachines-OptimizationObjective.mp4  17.77 MB
  •  Video Lectures16.8-AnomalyDetection-AnomalyDetectionUsingTheMultivariateGaussianDistribution-OPTIONAL.mp4  17.75 MB
  •  Video Lectures15.1-DimensionalityReduction-MotivationIDataCompression.mp4  17.63 MB
  •  Video Lectures06.3-LogisticRegression-DecisionBoundary.mp4  17.51 MB
  •  Video Lectures18.6-LargeScaleMachineLearning-MapReduceAndDataParallelism.mp4  17.3 MB
  •  Video Lectures11.4-MachineLearningSystemDesign-TradingOffPrecisionAndRecall.mp4  17.29 MB
  •  Video Lectures16.7-AnomalyDetection-MultivariateGaussianDistribution-OPTIONAL.mp4  17.27 MB
  •  Video Lectures09.3-NeuralNetworksLearning-BackpropagationIntuition.mp4  17.14 MB
  •  Video Lectures11.2-MachineLearningSystemDesign-ErrorAnalysis.mp4  16.94 MB
  •  Video Lectures16.4-AnomalyDetection-DevelopingAndEvaluatingAnAnomalyDetectionSystem.mp4  16.92 MB
  •  Video Lectures08.6-NeuralNetworksRepresentation-ExamplesAndIntuitionsII.mp4  16.84 MB
  •  Video Lectures05.6-OctaveTutorial-Vectorization.mp4  16.83 MB
  •  Video Lectures18.2-LargeScaleMachineLearning-StochasticGradientDescent.mp4  16.4 MB
  •  Video Lectures10.3-AdviceForApplyingMachineLearning-ModelSelectionAndTrainValidationTestSets.mp4  16.13 MB
  •  Video Lectures01.1-V3-Introduction-Welcome.mp4  16.05 MB
  •  Video Lectures18.5-LargeScaleMachineLearning-OnlineLearning.mp4  15.96 MB
  •  Video Lectures03.3-V2-LinearAlgebraReview(Optional)-MatrixVectorMultiplication.mp4  15.9 MB
  •  Video Lectures15.7-DimensionalityReduction-AdviceForApplyingPCA.mp4  15.8 MB
  •  Video Lectures14.2-Clustering-KMeansAlgorithm.mp4  15.36 MB
  •  Video Lectures16.3-AnomalyDetection-Algorithm.mp4  15.3 MB
  •  Video Lectures09.2-NeuralNetworksLearning-BackpropagationAlgorithm.mp4  15.07 MB
  •  Video Lectures02.5-V2-LinearRegressionWithOneVariable-GradientDescent.mp4  14.93 MB
  •  Video Lectures09.4-NeuralNetworksLearning-GradientChecking.mp4  14.76 MB
  •  Video Lectures08.4-NeuralNetworksRepresentation-ModelRepresentationII.mp4  14.41 MB
  •  Video Lectures18.4-LargeScaleMachineLearning-StochasticGradientDescentConvergence.mp4  14.41 MB
  •  Video Lectures08.3-NeuralNetworksRepresentation-ModelRepresentationI.mp4  14.37 MB
  •  Video Lectures11.3-MachineLearningSystemDesign-ErrorMetricsForSkewedClasses.mp4  14.24 MB
  •  Video Lectures03.6-V2-LinearAlgebraReview(Optional)-InverseAndTranspose.mp4  14.13 MB
  •  Video Lectures06.4-LogisticRegression-CostFunction.mp4  14.11 MB
  •  Video Lectures11.5-MachineLearningSystemDesign-DataForMachineLearning.mp4  13.98 MB
  •  Video Lectures02.4-V2-LinearRegressionWithOneVariable-CostFunctionIntuitionII.mp4  13.92 MB
  •  Video Lectures02.6-V2-LinearRegressionWithOneVariable-GradientDescentIntuition.mp4  13.91 MB