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..
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01.SummaryStatistics.ipynb
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02.Visualizations.ipynb
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03.RandomVariables.ipynb
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04.SimulatingRandomness.ipynb
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05.IID.ipynb
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06.PlugInPrinciple.ipynb
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07.Bootstrap&ConfidenceIntervals.ipynb
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08.SupervisedLearning.ipynb
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09.SingleHypothesisLearning.ipynb
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10.MultipleHypothesisLearning.ipynb
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11.TestSet.ipynb
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12.ErrorAndNoise.ipynb
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13.InfiniteHypothesisSet.ipynb
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14.ApproximationGeneralizationTradeoff.ipynb
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15.BiasVarianceTradeoff.ipynb
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16.Noise.ipynb
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17.Regularization.ipynb
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18.CrossValidation.ipynb
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19.Bagging.ipynb
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21.InductiveBias.ipynb
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22.Conclusion.ipynb
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Bonus.NormalRandomVariables.ipynb
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