courses/08_PracticalMachineLearning at master · captainfunk/courses · GitHub

Repository navigation

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