Savvy Analyst

A quick reference resource for Analysts and Data Scientist

Pandas Dataframes

Import/Export DataClean DataManipulate DataSubsetsSummary StatisticsPandas Plots

Classification

Model OverviewsDecision TreesDiscriminant AnalysisLogistic RegressionNaive BayesSupport VectorNearest NeighborEnsembleNeural Network

Regression

Model OverviewsLinear RegressionSupport VectorGaussian ProcessEnsemble of TreesNeural Networks

Clustering

K-MeansMean ShiftDBSCANGaussian Mix ModelsHierarchical

Database Connect

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Datasets

Flat FilesDatabasesClassificationRegressionClustering