directory_structure.txt

.
├── commentsData
│   ├── 10CommandlineUtilitiesinPostgreSQL.csv
│   ├── 15EasySolutionsToYourDataFrameProblemsInR.csv
│   ├── 15QuestionsAllRUsersHaveAboutPlots.csv
│   ├── 18MostCommonPythonListQuestions.csv
│   ├── 40PythonStatisticsForDataScienceResources.csv
│   ├── 5TipsToWriteIdiomaticPandasCode.csv
│   ├── 8UsefulShellCommandsForDataScience.csv
│   ├── ABeginnersGuidetoObjectDetection.csv
│   ├── AbsoluteandWeightedFrequencyofWordsinText.csv
│   ├── ActiveLearningCuriousAIAlgorithms.csv
│   ├── AdaBoostClassifierinPython.csv
│   ├── AdatatableRTutorialIntrotoDTijby.csv
│   ├── AggregateFunctionsinSQL.csv
│   ├── AlgorithmicTradinginRTutorial.csv
│   ├── AnalyzingComplexityofCodethroughPython.csv
│   ├── AnalyzingPokerHandswithPython.csv
│   ├── ApacheSparkinPythonBeginnersGuide.csv
│   ├── ApacheSparkTutorialMLwithPySpark.csv
│   ├── ArgumentParsinginPython.csv
│   ├── AsyncioAnIntroduction.csv
│   ├── ATutorialonLoopsinRUsageandAlternatives.csv
│   ├── ATutorialonUsingFunctionsinR.csv
│   ├── AutocorrelationinR.csv
│   ├── AutoencoderasaClassifierusingFashionMNISTDataset.csv
│   ├── AutomatedMachineLearningwithAutoKeras.csv
│   ├── AWSEC2TutorialForBeginners.csv
│   ├── BasicProgrammingSkillsinR.csv
│   ├── BecomeADataScientistin8StepsInfographic.csv
│   ├── BeginnersGuidetoFeatureSelectioninPython.csv
│   ├── BeginnersGuidetoGooglesVisionAPIinPython.csv
│   ├── BeginnersGuidetoPostgreSQL.csv
│   ├── BeginnersGuidetoSQLite.csv
│   ├── BivariateDistributionHeatmapsinR.csv
│   ├── BootstrapinR.csv
│   ├── CASEStatementsinPostgreSQL.csv
│   ├── ChoosingRorPythonforDataAnalysisAnInfographic.csv
│   ├── CleaningDatainSQL.csv
│   ├── Commondatasciencepitfallshowtoavoidthem.csv
│   ├── ComparisonofBIandAnalyticsPlatforms.csv
│   ├── ConditionalFormattinginSpreadsheets.csv
│   ├── ContingencyAnalysisusingR.csv
│   ├── ContingencyTablesinR.csv
│   ├── ContinuousdeploymentofpackagedocumentationwithpkgdownandTravisCI.csv
│   ├── ConvertingStringstoDatesasdatetimeObjects.csv
│   ├── ConvolutionalNeuralNetworksinPythonwithKeras.csv
│   ├── ConvolutionalNeuralNetworkswithTensorFlow.csv
│   ├── CourseraCoursesonRCompleteListRankedbyPopularity.csv
│   ├── CreatingaListinR.csv
│   ├── CustomerLifetimeValue.csv
│   ├── CustomTemplatesforJupyterNotebookswithJinja2.csv
│   ├── DashforBeginners.csv
│   ├── DataFramesinR.csv
│   ├── DataPreparationwithpandas.csv
│   ├── DataScienceCartoonsaTopSevenListbyDataCamp.csv
│   ├── DataScienceforSearchEngineMarketingSEM.csv
│   ├── DatasetsfromImages.csv
│   ├── DataVisualisationwithTableau.csv
│   ├── DataVisualizationwithHighcharterinR.csv
│   ├── DataVisualizationwithPowerBI.csv
│   ├── DataWranglingwithINDEXMATCHinSpreadsheets.csv
│   ├── DataWranglingwithVLOOKUPinSpreadsheets.csv
│   ├── DBSCANAMacroscopicInvestigationinPython.csv
│   ├── DebugWithdebugr.csv
│   ├── DecimalCommaorPointAgoogleVisvisualization.csv
│   ├── DecisionTreeClassificationinPython.csv
│   ├── DecisionTreesinR.csv
│   ├── DecoratorsinPython.csv
│   ├── DeducetheNumberofLayersandNeuronsforANN.csv
│   ├── DeepLearningWithJupyterNotebooksInTheCloud.csv
│   ├── DemystifyingCrucialStatisticsinPython.csv
│   ├── DemystifyingGenerativeAdversarialNetsGANs.csv
│   ├── DemystifyingMathematicalConceptsforDeepLearning.csv
│   ├── DeployYourFacebookMessengerBotwithPython.csv
│   ├── DetectAnomalieswithAnomalizeinR.csv
│   ├── DetectingFakeNewswithScikitLearn.csv
│   ├── DetectingTrueandDeceptiveHotelReviewsusingMachineLearning.csv
│   ├── DifferencesBetweenMachineLearningDeepLearning.csv
│   ├── DivingDeepwithImbalancedData.csv
│   ├── DocstringsinPython.csv
│   ├── DrivingRAdoptioninYourCompany.csv
│   ├── EnsembleLearninginPython.csv
│   ├── EnsembleLearninginRwithSuperLearner.csv
│   ├── EssentialsofLinearRegressioninPython.csv
│   ├── ExceptionandErrorHandlinginPython.csv
│   ├── ExpertsFavoriteDataScienceTechniques.csv
│   ├── ExploratoryDataAnalysisofCraftBeersDataProfiling.csv
│   ├── ExploringH1BDatawithRPart2.csv
│   ├── ExploringH1BDatawithRPart3.csv
│   ├── FaceDetectionwithPythonusingOpenCV.csv
│   ├── FacetsforggplotinR.csv
│   ├── FactorLevelsinR.csv
│   ├── FastandFrugalDecisionTreesinRwithFFTrees.csv
│   ├── FeatureSelectioninRwiththeBorutaRPackage.csv
│   ├── FindingSimilarNameswithMatrixFactorization.csv
│   ├── FiveTipstoImproveYourRCode.csv
│   ├── ForLoopsinR.csv
│   ├── FormulasinRTutorial.csv
│   ├── FromLocalMachinetoDaskClusterwithTerraform.csv
│   ├── FuzzyStringMatchinginPython.csv
│   ├── GeneratingRealisticRandomDatasetswithTrumania.csv
│   ├── GeneratingWordCloudsinPython.csv
│   ├── GettingStartedwithMySQLinPython.csv
│   ├── GettingStartedwithSpreadsheets.csv
│   ├── GettingStartedwiththeTidyverseTutorial.csv
│   ├── GFLASSOGraphGuidedFusedLASSOinR.csv
│   ├── GITSETUPTheDefinitiveGuide.csv
│   ├── GoogleCloudforDataScienceBeginnersGuide.csv
│   ├── GraphOptimizationwithNetworkXinPython.csv
│   ├── GraphsinSpreadsheets.csv
│   ├── GROUPBYandHAVINGClauseinSQL.csv
│   ├── Groupbysplitapplycombineandpandas.csv
│   ├── HackingDateFunctionsinSQLite.csv
│   ├── HandlingCategoricalDatainPython.csv
│   ├── HierarchicalClusteringinR.csv
│   ├── Hierarchicalindicesgroupbyandpandas.csv
│   ├── HistogramsinMatplotlib.csv
│   ├── HowtoAddSubtractDivideandMultiplyinSpreadsheets.csv
│   ├── HowtoExecutePythonRinSQL.csv
│   ├── HowtoInstallandUseHomebrew.csv
│   ├── HowtoinstallRonWindowsMacOSXandUbuntu.csv
│   ├── HowtoMakeaHistogramwithBasicR.csv
│   ├── HowtoMakeaHistogramwithggplot2.csv
│   ├── HowtoMakeaHistogramwithggvisinR.csv
│   ├── HowtoSpeakDataScience.csv
│   ├── HyperparameterOptimizationinMachineLearningModels.csv
│   ├── HypothesisTestinginMachineLearning.csv
│   ├── ImageSuperResolutionusingMultiDecoderFramework.csv
│   ├── ImplementingAutoencodersinKerasTutorial.csv
│   ├── ImportingDataintoPandas.csv
│   ├── ImportingDataIntoRPartTwo.csv
│   ├── InnerClassesinPython.csv
│   ├── InstallingAnacondaonMacOSX.csv
│   ├── InstallingAnacondaonWindows.csv
│   ├── InstallingPostgreSQLonWindowsandMacOSX.csv
│   ├── IntroductiontoBioconductor.csv
│   ├── IntroductiontoCustomerSegmentationinPython.csv
│   ├── IntroductiontoCyclicalLearningRates.csv
│   ├── IntroductiontoDataframesinR.csv
│   ├── IntroductiontoDeepLearninginPython.csv
│   ├── IntroductiontoFactorAnalysisinPython.csv
│   ├── IntroductiontoGeospatialDatainPython.csv
│   ├── IntroductionToGUIWithTkinterInPython.csv
│   ├── IntroductiontoH2OAutoML.csv
│   ├── IntroductiontoIndexinginSQL.csv
│   ├── IntroductiontoMachineLearninginPython.csv
│   ├── IntroductiontoMongoDBandPython.csv
│   ├── IntroductiontoMonteCarloMethods.csv
│   ├── IntroductiontoPythonMetaclasses.csv
│   ├── IntroductiontoReinforcementLearning.csv
│   ├── IntroductiontoSQLJoins.csv
│   ├── IntroductiontotheALTERTABLEStatementinSQL.csv
│   ├── IntroductiontotheWhereClauseinSQL.csv
│   ├── IntroductiontotSNE.csv
│   ├── IntrotoMultipleInheritancesuper.csv
│   ├── InventoryModelSimulationwithSpreadsheets.csv
│   ├── InvestigatingTensorswithPyTorch.csv
│   ├── JoiningDataFramesinPandas.csv
│   ├── JSONDatainPython.csv
│   ├── JupyterNotebookTutorialTheDefinitiveGuide.csv
│   ├── KaggleTutorialEDAMachineLearning.csv
│   ├── KaggleTutorialYourFirstMachineLearningModel.csv
│   ├── kerasDeepLearninginR.csv
│   ├── KerasTutorialDeepLearninginPython.csv
│   ├── KMeansClusteringinPythonwithscikitlearn.csv
│   ├── KMeansClusteringinRTutorial.csv
│   ├── KNNClassificationusingScikitlearn.csv
│   ├── LatentSemanticAnalysisusingPython.csv
│   ├── LDA2vecWordEmbeddingsinTopicModels.csv
│   ├── LearnDataScienceInfographic.csv
│   ├── LearnDataScienceResourcesforPythonR.csv
│   ├── LeveragingthebestofbothPythonandR.csv
│   ├── LinearRegressioninR.csv
│   ├── ListsNSizedChunks.csv
│   ├── LogisticRegressioninRTutorial.csv
│   ├── LongtoWideDatainR.csv
│   ├── LyricAnalysisPredictiveAnalyticsusingMachineLearningwithR.csv
│   ├── LyricAnalysiswithNLPMachineLearningwithR.csv
│   ├── MachineLearningandNLPusingRTopicModelingandMusicClassification.csv
│   ├── MachineLearningBasicsTheNorms.csv
│   ├── MachineLearningBlackFridayDataset.csv
│   ├── MachineLearninginRforbeginners.csv
│   ├── MachineLearningwithKaggleFeatureEngineering.csv
│   ├── MakingWebCrawlersUsingScrapyforPython.csv
│   ├── ManagingDatabasesinPostgreSQL.csv
│   ├── MarketBasketAnalysisusingR.csv
│   ├── MarkovChainAnalysisinR.csv
│   ├── MarkovChainsinPythonBeginnerTutorial.csv
│   ├── MaterializedViewsinPostgreSQL.csv
│   ├── MatplotlibTutorialPythonPlotting.csv
│   ├── MeetUpAPI.csv
│   ├── MergingDatasetsinR.csv
│   ├── NaiveBayesClassificationusingScikitlearn.csv
│   ├── NetworkAnalysisinRCentralityMeasures.csv
│   ├── NeuralNetworkModelsinR.csv
│   ├── OperatorsinPython.csv
│   ├── OrderingandSubsettingFactors.csv
│   ├── OverviewofAtomIDE.csv
│   ├── OverviewofEncodingMethodologies.csv
│   ├── PandasTutorialDataFramesinPython.csv
│   ├── PandasTutorialImportingDatawithread_csv.csv
│   ├── PEP8TutorialCodeStandardsinPython.csv
│   ├── PickleinPythonObjectSerialization.csv
│   ├── PipesinRTutorialForBeginners.csv
│   ├── PivotTablesinSpreadsheets.csv
│   ├── PokerProbabilityandStatisticswithPython.csv
│   ├── PredictingEmployeeChurninPython.csv
│   ├── PredictingtheStatusofH1BVisaApplications.csv
│   ├── PreprocessinginDataSciencePart1CenteringScalingandKNN.csv
│   ├── PreprocessinginDataSciencePart2CenteringScalingandLogisticRegression.csv
│   ├── PreprocessinginDataSciencePart3ScalingSynthesizedData.csv
│   ├── PrincipalComponentAnalysisinR.csv
│   ├── PrincipalComponentAnalysisPCAinPython.csv
│   ├── ProbabilityDistributionsinPython.csv
│   ├── PropertyvsGettersandSettersinPython.csv
│   ├── PythonDataStructuresTutorial.csv
│   ├── PythonDataTypeConversionTutorial.csv
│   ├── PythonDictionaryComprehensionTutorial.csv
│   ├── PythonDictionaryTutorial.csv
│   ├── PythonExcelTutorialTheDefinitiveGuide.csv
│   ├── PythonExploratoryDataAnalysisTutorial.csv
│   ├── PythonForDataScienceACheatSheetForBeginners.csv
│   ├── PythonForFinanceAlgorithmicTrading.csv
│   ├── PythonFunctionsTutorial.csv
│   ├── PythonIFELIFandELSEStatements.csv
│   ├── PythonIteratorTutorial.csv
│   ├── PythonListComprehensionTutorial.csv
│   ├── PythonListIndex.csv
│   ├── PythonLoopsTutorial.csv
│   ├── PythonMachineLearningScikitLearnTutorial.csv
│   ├── PythonNumpyArrayTutorial.csv
│   ├── PythonObjectOrientedProgrammingOOPTutorial.csv
│   ├── PythonRegularExpressionTutorial.csv
│   ├── PythonSeabornTutorialForBeginners.csv
│   ├── PythonSetsandSetTheory.csv
│   ├── PythonSetupTheDefinitiveGuide.csv
│   ├── PythonStringTutorial.csv
│   ├── PythontimesleepFunction.csv
│   ├── PythonTuplesTutorial.csv
│   ├── PythonXMLwithElementTreeBeginnersGuide.csv
│   ├── ReadingandWritingFilesinPythonTutorial.csv
│   ├── RecommenderSystemsinPythonBeginnerTutorial.csv
│   ├── ReconstructingBrainMRIImagesUsingDeepLearningConvolutionalAutoencoder.csv
│   ├── ReconstructingFingerprintImagesUsingDeepLearningConvolutionalAutoencoder.csv
│   ├── ReducingReworkasaSQLDataAnalyst.csv
│   ├── RegularizationRidgeLassoandElasticNet.csv
│   ├── RemotePythonandRinSQL.csv
│   ├── RoleofUnderscore_inPython.csv
│   ├── RPackagesABeginnersGuide.csv
│   ├── RpostsonStackOverflowATop5selectionbyDataCamp.csv
│   ├── ScikitLearnTutorialBaseballAnalyticsPt1.csv
│   ├── ScikitLearnTutorialBaseballAnalyticsPt2.csv
│   ├── ScikitLearn教學Python與機器學習.csv
│   ├── ScipyTutorialVectorsandArraysLinearAlgebra.csv
│   ├── ScopeofVariablesinPythonTutorial.csv
│   ├── ScrapingRedditwithPythonandBeautifulSoup4.csv
│   ├── SetupaDataScienceEnvironmentonyourComputer.csv
│   ├── ShareableDataSciencewithKyso.csv
│   ├── SimplifyingSentimentAnalysisinPython.csv
│   ├── SocialNetworkAnalysisinPython.csv
│   ├── SpreadsheetswithTableau.csv
│   ├── SQLiteinPython.csv
│   ├── SQLiteinR.csv
│   ├── SQLReportingandAnalysis.csv
│   ├── SQLTutorialHowToWriteBetterQueries.csv
│   ├── SQLwithPowerBI.csv
│   ├── SQLwithTableau.csv
│   ├── StemmingandLemmatizationinPython.csv
│   ├── StockMarketPredictionswithLSTMinPython.csv
│   ├── StocksSignificanceTestingpHacking.csv
│   ├── SubsettingDatasetsinR.csv
│   ├── SuperchargeYourSubqueries.csv
│   ├── SupportVectorMachinesinR.csv
│   ├── SupportVectorMachineswithScikitlearn.csv
│   ├── SurvivalAnalysisinRForBeginners.csv
│   ├── TenImportantUpdatesfromTensorFlow20.csv
│   ├── TensorBoardTutorial.csv
│   ├── TensorFlowTutorialForBeginners.csv
│   ├── TextAnalyticsforBeginnersusingNLTK.csv
│   ├── TextMininginRArePokémonGOMentionsReallyDrivingUpStockPrices.csv
│   ├── TheDataScienceIndustryWhoDoesWhatInfographic.csv
│   ├── ThedatatableRPackageCheatSheet.csv
│   ├── ThePipPythonPackageManager.csv
│   ├── TheRDocumentationPoster.csv
│   ├── TheRGraphGallerysTop5MostVisitedGraphThemes.csv
│   ├── ThisRDataImportTutorialIsEverythingYouNeed.csv
│   ├── TidyAnalysisofPewResearchDataUsingR.csv
│   ├── TidySentimentAnalysisinR.csv
│   ├── TidyverseSoccerScoreAnalysis.csv
│   ├── TimeSeriesAnalysisTutorialwithPython.csv
│   ├── TimeSeriesAnalysisusingR.csv
│   ├── Top5PythonIDEsForDataScience.csv
│   ├── TowardsPreventingOverfittingRegularization.csv
│   ├── TPOTinPython.csv
│   ├── TransferLearningLeverageInsightsfromBigData.csv
│   ├── TurningMachineLearningModelsintoAPIsinPython.csv
│   ├── TutorialontheRApplyFamily.csv
│   ├── UnderstandingBlockchainsbyCodingOneinR.csv
│   ├── UnderstandingConfusionMatrixinR.csv
│   ├── UnderstandingLogisticRegressioninPython.csv
│   ├── UnderstandingModelPredictionswithLIME.csv
│   ├── UnderstandingRandomForestsClassifiersinPython.csv
│   ├── UnderstandingRecursiveFunctionsinPython.csv
│   ├── UsageofAsterisksinPython.csv
│   ├── UsingORDERBYKeywordinSQL.csv
│   ├── UsingPostgreSQLinPython.csv
│   ├── UsingPythonBeautifulSouptoscrapeDataCampTutorialsAnalyze.csv
│   ├── UsingPythontoPowerSpreadsheetsinDataScience.csv
│   ├── UsingRegularExpressionstoCleanStrings.csv
│   ├── UsingXGBoostinPython.csv
│   ├── VideoAnsweringRealWorldQuestionswithSQLQueries.csv
│   ├── VideoIntrotoPythonforSpreadsheetUsers.csv
│   ├── VideoTidyverseExploratoryAnalysis.csv
│   ├── Viewing3DVolumetricDataWithMatplotlib.csv
│   ├── ViewsVirtualTablesinSQL.csv
│   ├── VisualizeMissingDatawithVIMPackage.csv
│   ├── WebDevelopmentwithDjango.csv
│   ├── WebScrapingandParsingDatainRExploringH1bDataPt1.csv
│   ├── WebScrapinginRrvestTutorial.csv
│   ├── WebScrapingNLPinPython.csv
│   ├── WebScrapingusingPython.csv
│   ├── WebScrapingwithRandPhantomJS.csv
│   ├── WhatIstheBestStatisticalProgrammingLanguageInfograph.csv
│   ├── WorkingwithModulesinPython.csv
│   ├── WorkingwithSpreadsheetsinSQL.csv
│   └── WorkingWithZipFilesInPython.csv
├── DatacampArticleScraping
│   ├── comments.csv
│   ├── Main.xaml
│   ├── project.json
│   └── topicData.csv
├── directory_structure.txt
├── GoodData
│   ├── articleData.csv
│   ├── final_data.csv
│   └── README.md
├── images
│   └── Image1.png
├── notebooks
│   └── Data_prep.ipynb
└── README.md

5 directories, 336 files