Index of /MainFolder/courses/DeepLearning/videos
Name
Last modified
Size
Description
Parent Directory
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02.3-LinearRegressionI-CostFunction.xml
05-Apr-2011 19:54
156
03.2-LinearRegressionII-LearningRate.xml
05-Apr-2011 19:54
158
03.1-LinearRegressionII-FeatureScaling.xml
05-Apr-2011 19:54
162
04.1-LogisticRegression-Classification.xml
05-Apr-2011 19:54
163
03.4-LinearRegressionII-NormalEquations.xml
05-Apr-2011 19:54
164
04.6-LogisticRegression-NewtonsMethodI.xml
05-Apr-2011 19:54
164
02.2-LinearRegressionI-ModelRepresentation.xml
05-Apr-2011 19:54
170
05.1-Regularization-TheProblemOfOverfitting.xml
05-Apr-2011 19:54
171
05.4-Regularization-RegularizedLinearRegression.xml
05-Apr-2011 19:54
178
04.3-LogisticRegression-OptimizationObjectiveI.xml
05-Apr-2011 19:54
181
04.4-LogisticRegression-OptimizationObjectiveII.xml
05-Apr-2011 19:54
183
04.8-LogisticRegression-GradientDescentVsNewtonsMethod.xml
05-Apr-2011 19:54
195
03.3-LinearRegressionII-FeaturesAndPolynomialRegression.xml
05-Apr-2011 19:54
198
05.3-Regularization-CommonVariations.xml
05-Apr-2011 19:54
386
04.2-LogisticRegression-Model.xml
05-Apr-2011 19:54
387
06.2-NaiveBayes-TextClassification.xml
05-Apr-2011 19:54
395
02.4-LinearRegressionI-GradientDescent.xml
05-Apr-2011 19:54
400
05.2-Regularization-OptimizationObjective.xml
05-Apr-2011 19:54
416
04.5-LogisticRegression-GradientDescent.xml
05-Apr-2011 19:54
417
04.7-LogisticRegression-NewtonsMethodII.xml
05-Apr-2011 19:54
420
02.1-LinearRegressionI-SupervisedLearningIntro.xml
05-Apr-2011 19:54
426
02.6-LinearRegressionI-VectorizedImplementation.xml
15-Apr-2011 18:03
426
06.1-NaiveBayes-GenerativeLearningAlgorithms.xml
05-Apr-2011 19:54
428
05.5-Regularization-RegularizedLogisticRegression.xml
05-Apr-2011 19:54
441
02.5-LinearRegressionI-GradientDescentForLinearRegression.xml
05-Apr-2011 19:54
460
04.1-LogisticRegression-Classification.mp4
05-Apr-2011 19:54
4.1M
04.2-LogisticRegression-Model.mp4
05-Apr-2011 19:54
4.2M
02.3-LinearRegressionI-CostFunction.mp4
05-Apr-2011 19:54
4.7M
04.4-LogisticRegression-OptimizationObjectiveII.mp4
05-Apr-2011 19:54
5.0M
04.2-LogisticRegression-Model150.mp4
15-Apr-2011 17:49
5.1M
04.8-LogisticRegression-GradientDescentVsNewtonsMethod.mp4
05-Apr-2011 19:54
5.2M
05.3-Regularization-CommonVariations.mp4
05-Apr-2011 19:54
5.2M
05.3-Regularization-CommonVariations150.mp4
15-Apr-2011 17:50
5.4M
04.2-LogisticRegression-Model120.mp4
15-Apr-2011 17:49
5.6M
04.5-LogisticRegression-GradientDescent.mp4
05-Apr-2011 19:54
6.0M
05.2-Regularization-OptimizationObjective.mp4
05-Apr-2011 19:54
6.1M
05.5-Regularization-RegularizedLogisticRegression.mp4
05-Apr-2011 19:55
6.1M
05.4-Regularization-RegularizedLinearRegression.mp4
05-Apr-2011 19:55
6.1M
06.2-NaiveBayes-TextClassification.mp4
05-Apr-2011 19:55
6.7M
04.6-LogisticRegression-NewtonsMethodI.mp4
05-Apr-2011 19:54
6.7M
04.3-LogisticRegression-OptimizationObjectiveI.mp4
05-Apr-2011 19:54
6.8M
05.3-Regularization-CommonVariations120.mp4
15-Apr-2011 17:50
6.9M
03.1-LinearRegressionII-FeatureScaling.mp4
05-Apr-2011 19:54
6.9M
02.2-LinearRegressionI-ModelRepresentation.mp4
05-Apr-2011 19:54
7.0M
04.7-LogisticRegression-NewtonsMethodII.mp4
05-Apr-2011 19:54
7.2M
04.1-LogisticRegression-Classification150.mp4
15-Apr-2011 17:49
7.3M
03.3-LinearRegressionII-FeaturesAndPolynomialRegression.mp4
05-Apr-2011 19:54
7.5M
04.1-LogisticRegression-Classification120.mp4
15-Apr-2011 17:49
7.9M
05.1-Regularization-TheProblemOfOverfitting.mp4
05-Apr-2011 19:54
8.0M
04.4-LogisticRegression-OptimizationObjectiveII150.mp4
15-Apr-2011 17:49
8.1M
02.1-LinearRegressionI-SupervisedLearningIntro.mp4
05-Apr-2011 19:54
8.1M
06.1-NaiveBayes-GenerativeLearningAlgorithms.mp4
05-Apr-2011 19:55
8.2M
02.3-LinearRegressionI-CostFunction150.mp4
15-Apr-2011 17:48
8.5M
04.4-LogisticRegression-OptimizationObjectiveII120.mp4
15-Apr-2011 17:49
8.6M
04.8-LogisticRegression-GradientDescentVsNewtonsMethod150.mp4
15-Apr-2011 17:49
8.6M
02.5-LinearRegressionI-GradientDescentForLinearRegression.mp4
05-Apr-2011 19:54
8.7M
03.2-LinearRegressionII-LearningRate.mp4
05-Apr-2011 19:54
9.4M
04.8-LogisticRegression-GradientDescentVsNewtonsMethod120.mp4
15-Apr-2011 17:49
9.5M
02.3-LinearRegressionI-CostFunction120.mp4
15-Apr-2011 17:48
9.5M
04.3-LogisticRegression-OptimizationObjectiveI150.mp4
15-Apr-2011 17:49
9.8M
02.2-LinearRegressionI-ModelRepresentation150.mp4
15-Apr-2011 17:48
9.9M
03.4-LinearRegressionII-NormalEquations.mp4
05-Apr-2011 19:54
9.9M
05.2-Regularization-OptimizationObjective150.mp4
15-Apr-2011 17:49
10M
04.6-LogisticRegression-NewtonsMethodI150.mp4
15-Apr-2011 17:49
10M
04.7-LogisticRegression-NewtonsMethodII150.mp4
15-Apr-2011 17:49
11M
04.5-LogisticRegression-GradientDescent150.mp4
15-Apr-2011 17:49
11M
04.3-LogisticRegression-OptimizationObjectiveI120.mp4
15-Apr-2011 17:49
11M
02.2-LinearRegressionI-ModelRepresentation120.mp4
15-Apr-2011 17:47
11M
04.6-LogisticRegression-NewtonsMethodI120.mp4
15-Apr-2011 17:49
11M
05.2-Regularization-OptimizationObjective120.mp4
15-Apr-2011 17:49
11M
02.1-LinearRegressionI-SupervisedLearningIntro150.mp4
15-Apr-2011 17:47
11M
05.4-Regularization-RegularizedLinearRegression150.mp4
15-Apr-2011 17:50
11M
04.5-LogisticRegression-GradientDescent120.mp4
15-Apr-2011 17:49
11M
05.5-Regularization-RegularizedLogisticRegression150.mp4
15-Apr-2011 17:50
12M
03.3-LinearRegressionII-FeaturesAndPolynomialRegression150.mp4
15-Apr-2011 17:49
12M
04.7-LogisticRegression-NewtonsMethodII120.mp4
15-Apr-2011 17:49
12M
02.6-LinearRegressionI-VectorizedImplementation.mp4
05-Apr-2011 19:54
12M
03.1-LinearRegressionII-FeatureScaling150.mp4
15-Apr-2011 17:48
12M
05.4-Regularization-RegularizedLinearRegression120.mp4
15-Apr-2011 17:50
12M
02.1-LinearRegressionI-SupervisedLearningIntro120.mp4
15-Apr-2011 17:47
13M
05.5-Regularization-RegularizedLogisticRegression120.mp4
15-Apr-2011 17:50
13M
03.1-LinearRegressionII-FeatureScaling120.mp4
15-Apr-2011 17:48
13M
03.3-LinearRegressionII-FeaturesAndPolynomialRegression120.mp4
15-Apr-2011 17:49
14M
03.2-LinearRegressionII-LearningRate150.mp4
15-Apr-2011 17:48
14M
02.4-LinearRegressionI-GradientDescent.mp4
05-Apr-2011 19:54
14M
06.2-NaiveBayes-TextClassification150.mp4
15-Apr-2011 17:50
15M
05.1-Regularization-TheProblemOfOverfitting150.mp4
15-Apr-2011 17:49
16M
03.2-LinearRegressionII-LearningRate120.mp4
15-Apr-2011 17:48
16M
03.4-LinearRegressionII-NormalEquations150.mp4
15-Apr-2011 17:49
16M
06.2-NaiveBayes-TextClassification120.mp4
15-Apr-2011 17:50
16M
05.1-Regularization-TheProblemOfOverfitting120.mp4
15-Apr-2011 17:49
17M
03.4-LinearRegressionII-NormalEquations120.mp4
15-Apr-2011 17:49
18M
02.5-LinearRegressionI-GradientDescentForLinearRegression150.mp4
15-Apr-2011 17:48
18M
06.1-NaiveBayes-GenerativeLearningAlgorithms150.mp4
15-Apr-2011 17:50
19M
02.5-LinearRegressionI-GradientDescentForLinearRegression120.mp4
15-Apr-2011 17:48
20M
02.4-LinearRegressionI-GradientDescent150.mp4
15-Apr-2011 17:48
20M
06.1-NaiveBayes-GenerativeLearningAlgorithms120.mp4
15-Apr-2011 17:50
21M
02.4-LinearRegressionI-GradientDescent120.mp4
15-Apr-2011 17:48
22M
02.6-LinearRegressionI-VectorizedImplementation150.mp4
15-Apr-2011 17:48
29M
02.6-LinearRegressionI-VectorizedImplementation120.mp4
15-Apr-2011 17:48
33M