Name
sumendar's repositories
00-InstallationAndEnvironmentSetup
01-ObjectsDataTypesAndDataStructures
02-OperatorsControlStructuresAndLoops
03-FunctionsApplyFamiliesAndPackages
04-DataImporting
05-SQLwithRforRelationalDatabase
06-DescriptiveStatisticsExploratoryDataAnalysisAndVisualizations
07-RandomVariablesProbabilityAndProbabilityDistributions
08-NormalDistribution
09-SamplingDistributionAndCentralLimitTheorem
10-ConfidenceIntervalHypothesisAndSignificanceTests
11-DataCleaningDataManipulationAndTransformation
12-FeatureEngineeringFeatureSelectionAndPreprocessing
13-MachineLearningIntroduction
14-RegressionAnalysis
15-ClassificationTechniques
16-ClusteringAlgorithms
17-AssociationRuleMining
18-DimensionalityReduction
19-EnsembleLearning
20-SparkWithRforBigDataAnalytics
21-TableauWithRforAdvancedAnalytics
97-ExercisesAndAssignments
98-CaseStudies
99-Projects
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README.md