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0a6ed2415987155177fd7d054682d481869c2ce3
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2018-05-29
最近下载:
2025-02-10
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文件列表
Machine Learning/octave_session.m
5.3 kB
Machine Learning/mlclass-ex5.zip
179.7 kB
Machine Learning/mlclass-ex2.zip
240.8 kB
Machine Learning/mlclass-ex1.zip
408.7 kB
Machine Learning/mlclass-ex8.zip
811.4 kB
Machine Learning/mlclass-ex6.zip
915.7 kB
Machine Learning/14.1-Clustering-UnsupervisedLearningIntroduction.mp4
4.3 MB
Machine Learning/04.2-LinearRegressionWithMultipleVariables-GradientDescentForMultipleVariables.mp4
5.0 MB
Machine Learning/04.7-LinearRegressionWithMultipleVariables-NormalEquationNonInvertibility(Optional).mp4
5.4 MB
Machine Learning/08.7-NeuralNetworksRepresentation-MultiClassClassification.mp4
5.7 MB
Machine Learning/04.5-LinearRegressionWithMultipleVariables-FeaturesAndPolynomialRegression.mp4
6.0 MB
Machine Learning/15.6-DimensionalityReduction-ReconstructionFromCompressedRepresentation.mp4
6.2 MB
Machine Learning/04.1-LinearRegressionWithMultipleVariables-MultipleFeatures.mp4
6.4 MB
Machine Learning/04.4-LinearRegressionWithMultipleVariables-GradientDescentInPracticeIILearningRate.mp4
7.2 MB
Machine Learning/15.2-DimensionalityReduction-MotivationIIVisualization.mp4
7.2 MB
Machine Learning/18.1-LargeScaleMachineLearning-LearningWithLargeDatasets.mp4
7.5 MB
Machine Learning/05.7-OctaveTutorial-WorkingOnAndSubmittingProgrammingExercises.mp4
7.6 MB
Machine Learning/06.7-LogisticRegression-MultiClassClassificationOneVsAll.mp4
7.6 MB
Machine Learning/02.8-V2-What'sNext.mp4
7.7 MB
Machine Learning/mlclass-ex3.zip
7.9 MB
Machine Learning/04.3-LinearRegressionWithMultipleVariables-GradientDescentInPracticeIFeatureScaling.mp4
8.0 MB
Machine Learning/10.1-AdviceForApplyingMachineLearning-DecidingWhatToTryNext.mp4
8.0 MB
Machine Learning/mlclass-ex4.zip
8.0 MB
Machine Learning/09.6-NeuralNetworksLearning-RandomInitialization.mp4
8.3 MB
Machine Learning/18.3-LargeScaleMachineLearning-MiniBatchGradientDescent.mp4
8.4 MB
Machine Learning/09.1-NeuralNetworksLearning-CostFunction.mp4
8.5 MB
Machine Learning/08.5-NeuralNetworksRepresentation-ExamplesAndIntuitionsI.mp4
8.7 MB
Machine Learning/19.1-ApplicationExamplePhotoOCR-ProblemDescriptionAndPipeline.mp4
9.0 MB
Machine Learning/06.1-LogisticRegression-Classification.mp4
9.2 MB
Machine Learning/14.3-Clustering-OptimizationObjective.mp4
9.2 MB
Machine Learning/06.2-LogisticRegression-HypothesisRepresentation.mp4
9.2 MB
Machine Learning/16.1-AnomalyDetection-ProblemMotivation-V1.mp4
9.3 MB
Machine Learning/10.7-AdviceForApplyingMachineLearning-DecidingWhatToDoNextRevisited.mp4
9.4 MB
Machine Learning/03.2-V2-LinearAlgebraReview(Optional)-AdditionAndScalarMultiplication.mp4
9.7 MB
Machine Learning/14.4-Clustering-RandomInitialization.mp4
9.8 MB
Machine Learning/10.2-AdviceForApplyingMachineLearning-EvaluatingAHypothesis.mp4
10.0 MB
Machine Learning/14.5-Clustering-ChoosingTheNumberOfClusters.mp4
10.6 MB
Machine Learning/05.3-OctaveTutorial-ComputingOnData.mp4
10.9 MB
Machine Learning/10.4-AdviceForApplyingMachineLearning-DiagnosingBiasVsVariance.mp4
10.9 MB
Machine Learning/17.5-RecommenderSystems-VectorizationLowRankMatrixFactorization.mp4
11.0 MB
Machine Learning/17.6-RecommenderSystems-ImplementationalDetailMeanNormalization.mp4
11.0 MB
Machine Learning/09.4-NeuralNetworksLearning-ImplementationNoteUnrollingParameters.mp4
11.1 MB
Machine Learning/16.5-AnomalyDetection-AnomalyDetectionVsSupervisedLearning-V1.mp4
11.3 MB
Machine Learning/mlclass-ex7.zip
11.5 MB
Machine Learning/05.4-OctaveTutorial-PlottingData.mp4
11.9 MB
Machine Learning/15.3-DimensionalityReduction-PrincipalComponentAnalysisProblemFormulation.mp4
12.0 MB
Machine Learning/17.4-RecommenderSystems-CollaborativeFilteringAlgorithm.mp4
12.0 MB
Machine Learning/08.2-NeuralNetworksRepresentation-NeuronsAndTheBrain.mp4
12.0 MB
Machine Learning/08.1-NeuralNetworksRepresentation-NonLinearHypotheses.mp4
12.1 MB
Machine Learning/02.1-V2-LinearRegressionWithOneVariable-ModelRepresentation.mp4
12.2 MB
Machine Learning/03.5-V2-LinearAlgebraReview(Optional)-MatrixMultiplicationProperties.mp4
12.3 MB
Machine Learning/03.1-V2-LinearAlgebraReview(Optional)-MatricesAndVectors.mp4
12.5 MB
Machine Learning/07.1-Regularization-TheProblemOfOverfitting.mp4
12.5 MB
Machine Learning/11.1-MachineLearningSystemDesign-PrioritizingWhatToWorkOn.mp4
12.9 MB
Machine Learning/07.2-Regularization-CostFunction.mp4
13.0 MB
Machine Learning/15.5-DimensionalityReduction-ChoosingTheNumberOfPrincipalComponents.mp4
13.1 MB
Machine Learning/12.2-SupportVectorMachines-LargeMarginIntuition.mp4
13.3 MB
Machine Learning/07.3-Regularization-RegularizedLinearRegression.mp4
13.4 MB
Machine Learning/16.2-AnomalyDetection-GaussianDistribution.mp4
13.5 MB
Machine Learning/06.5-LogisticRegression-SimplifiedCostFunctionAndGradientDescent.mp4
13.7 MB
Machine Learning/02.2-V2-LinearRegressionWithOneVariable-CostFunction.mp4
13.7 MB
Machine Learning/17.3-RecommenderSystems-CollaborativeFiltering-V1.mp4
13.7 MB
Machine Learning/04.6-V2-LinearRegressionWithMultipleVariables-NormalEquation.mp4
14.0 MB
Machine Learning/07.4-Regularization-RegularizedLogisticRegression.mp4
14.2 MB
Machine Learning/10.6-AdviceForApplyingMachineLearning-LearningCurves.mp4
14.2 MB
Machine Learning/17.1-RecommenderSystems-ProblemFormulation.mp4
14.3 MB
Machine Learning/10.5-AdviceForApplyingMachineLearning-RegularizationAndBiasVariance.mp4
14.5 MB
Machine Learning/11.5-MachineLearningSystemDesign-DataForMachineLearning.mp4
14.7 MB
Machine Learning/06.4-LogisticRegression-CostFunction.mp4
14.8 MB
Machine Learning/01.1-V3-Introduction-Welcome.mp4
14.9 MB
Machine Learning/11.3-MachineLearningSystemDesign-ErrorMetricsForSkewedClasses.mp4
14.9 MB
Machine Learning/08.3-NeuralNetworksRepresentation-ModelRepresentationI.mp4
15.1 MB
Machine Learning/18.4-LargeScaleMachineLearning-StochasticGradientDescentConvergence.mp4
15.1 MB
Machine Learning/08.4-NeuralNetworksRepresentation-ModelRepresentationII.mp4
15.1 MB
Machine Learning/09.5-NeuralNetworksLearning-GradientChecking.mp4
15.5 MB
Machine Learning/09.2-NeuralNetworksLearning-BackpropagationAlgorithm.mp4
15.8 MB
Machine Learning/16.3-AnomalyDetection-Algorithm.mp4
16.0 MB
Machine Learning/14.2-Clustering-KMeansAlgorithm.mp4
16.1 MB
Machine Learning/16.6-AnomalyDetection-ChoosingWhatFeaturesToUse.mp4
16.2 MB
Machine Learning/01.3-V2-Introduction-SupervisedLearning.mp4
16.2 MB
Machine Learning/15.7-DimensionalityReduction-AdviceForApplyingPCA.mp4
16.6 MB
Machine Learning/18.5-LargeScaleMachineLearning-OnlineLearning.mp4
16.7 MB
Machine Learning/10.3-AdviceForApplyingMachineLearning-ModelSelectionAndTrainValidationTestSets.mp4
16.9 MB
Machine Learning/02.3-V2-LinearRegressionWithOneVariable-CostFunctionIntuitionI.mp4
17.1 MB
Machine Learning/18.2-LargeScaleMachineLearning-StochasticGradientDescent.mp4
17.2 MB
Machine Learning/05.6-OctaveTutorial-Vectorization.mp4
17.6 MB
Machine Learning/08.6-NeuralNetworksRepresentation-ExamplesAndIntuitionsII.mp4
17.7 MB
Machine Learning/16.4-AnomalyDetection-DevelopingAndEvaluatingAnAnomalyDetectionSystem.mp4
17.7 MB
Machine Learning/11.2-MachineLearningSystemDesign-ErrorAnalysis.mp4
17.8 MB
Machine Learning/09.3-NeuralNetworksLearning-BackpropagationIntuition.mp4
18.0 MB
Machine Learning/16.7-AnomalyDetection-MultivariateGaussianDistribution-OPTIONAL.mp4
18.1 MB
Machine Learning/11.4-MachineLearningSystemDesign-TradingOffPrecisionAndRecall.mp4
18.1 MB
Machine Learning/18.6-LargeScaleMachineLearning-MapReduceAndDataParallelism.mp4
18.1 MB
Machine Learning/06.3-LogisticRegression-DecisionBoundary.mp4
18.4 MB
Machine Learning/15.1-DimensionalityReduction-MotivationIDataCompression.mp4
18.5 MB
Machine Learning/16.8-AnomalyDetection-AnomalyDetectionUsingTheMultivariateGaussianDistribution-OPTIONAL.mp4
18.6 MB
Machine Learning/12.1-SupportVectorMachines-OptimizationObjective.mp4
18.6 MB
Machine Learning/19.4-ApplicationExamplePhotoOCR-CeilingAnalysisWhatPartOfThePipelineToWorkOnNext.mp4
18.7 MB
Machine Learning/09.7-NeuralNetworksLearning-PuttingItTogether.mp4
18.7 MB
Machine Learning/19.2-ApplicationExamplePhotoOCR-SlidingWindows.mp4
18.9 MB
Machine Learning/12.5-SupportVectorMachines-KernelsII.mp4
19.2 MB
Machine Learning/17.2-RecommenderSystems-ContentBasedRecommendations.mp4
19.6 MB
Machine Learning/12.4-SupportVectorMachines-KernelsI.mp4
19.7 MB
Machine Learning/02.6-V2-LinearRegressionWithOneVariable-GradientDescentIntuition.mp4
19.8 MB
Machine Learning/15.4-DimensionalityReduction-PrincipalComponentAnalysisAlgorithm.mp4
20.3 MB
Machine Learning/05.5-OctaveTutorial-ForWhileIfStatementsAndFunctions.mp4
20.6 MB
Machine Learning/03.3-V2-LinearAlgebraReview(Optional)-MatrixVectorMultiplication.mp4
21.2 MB
Machine Learning/19.3-ApplicationExamplePhotoOCR-GettingLotsOfDataArtificialDataSynthesis.mp4
21.4 MB
Machine Learning/05.1-OctaveTutorial-BasicOperations.mp4
21.7 MB
Machine Learning/09.8-NeuralNetworksLearning-AutonomousDrivingExample.mp4
22.3 MB
Machine Learning/06.6-LogisticRegression-AdvancedOptimization.mp4
22.6 MB
Machine Learning/03.4-V2-LinearAlgebraReview(Optional)-MatrixMatrixMultiplication.mp4
23.4 MB
Machine Learning/12.3-SupportVectorMachines-MathematicsBehindLargeMarginClassificationOptional.mp4
24.0 MB
Machine Learning/03.6-V2-LinearAlgebraReview(Optional)-InverseAndTranspose.mp4
25.8 MB
Machine Learning/05.2-OctaveTutorial-MovingDataAround.mp4
26.7 MB
Machine Learning/02.7-V2-LinearRegressionWithOneVariable-GradientDescentForLinearRegression.mp4
26.7 MB
Machine Learning/12.6-SupportVectorMachines-UsingAnSVM.mp4
27.0 MB
Machine Learning/02.5-V2-LinearRegressionWithOneVariable-GradientDescent.mp4
28.3 MB
Machine Learning/01.2-V2-Introduction-WhatIsMachineLearning.mp4
31.9 MB
Machine Learning/02.4-V2-LinearRegressionWithOneVariable-CostFunctionIntuitionII.mp4
33.2 MB
Machine Learning/01.4-V2-Introduction-UnsupervisedLearning.mp4
40.4 MB
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