courses/08_PracticalMachineLearning/lectures at master · coderark/courses

Name		Name	Last commit message	Last commit date
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001predictionMotivation.pdf		001predictionMotivation.pdf
002whatIsPrediction.pdf		002whatIsPrediction.pdf
003relativeImportance.pdf		003relativeImportance.pdf
004inOutSampleErrors.pdf		004inOutSampleErrors.pdf
005predictionStudyDesign.pdf		005predictionStudyDesign.pdf
006typesOfErrors.pdf		006typesOfErrors.pdf
007receiverOperatingCharacteristic.pdf		007receiverOperatingCharacteristic.pdf
008crossValidation.pdf		008crossValidation.pdf
009whatData.pdf		009whatData.pdf
010caretPackage.pdf		010caretPackage.pdf
011dataSlicing.pdf		011dataSlicing.pdf
012trainOptions.pdf		012trainOptions.pdf
013plottingPredictors.pdf		013plottingPredictors.pdf
014basicPreprocessing.pdf		014basicPreprocessing.pdf
015covariateCreation.pdf		015covariateCreation.pdf
016preProcessingPCA.pdf		016preProcessingPCA.pdf
017predictingWithRegression.pdf		017predictingWithRegression.pdf
018predictingWithRegressionMC.pdf		018predictingWithRegressionMC.pdf
019predictingWithTrees.pdf		019predictingWithTrees.pdf
020bagging.pdf		020bagging.pdf
021randomForests.pdf		021randomForests.pdf
022boosting.pdf		022boosting.pdf
023modelBasedPrediction.pdf		023modelBasedPrediction.pdf
024regularizedRegression.pdf		024regularizedRegression.pdf
025combiningPredictors.pdf		025combiningPredictors.pdf
026unsupervisedPrediction.pdf		026unsupervisedPrediction.pdf
027forecasting.pdf		027forecasting.pdf

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