Practical Statistics for Data Scientists - 50 Essential Concepts by Peter Bruse, Andrew Bruce

Bruse, PeterBruce, Andrew2024-12-102024-12-102017No Citationhttps://repository.jdbikolkata.in/handle/123456789/2403No AbstractEnglishStatisticsData ScienceData AnalysisStructured DataRectangular DataEstimates of LocationEstimates of VariabilityCorrelationData and Sampling DistributionsA/B TestingHypothesis TestsPermutation TestStatistical SignificanceP-ValuesT-TestsAnalysis of Variance (ANOVA)Chi-Square TestRegressionNaive BayesDiscriminant AnalysisStatistical Machine LearningK-Nearest NeighborsTree ModelsK-Means ClusteringHierarchical ClusteringPractical Statistics for Data Scientists - 50 Essential Concepts by Peter Bruse, Andrew BruceBook