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Mathematics Statistics For Data Science
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54
Mathematical & Statistical topics to perform statistical analysis and tests; Linear Regression, Probability Theory, Monte Carlo Simulation, Statistical Sampling, Bootstrapping, Dimensionality reduction techniques (PCA, FA, CCA), Imputation techniques, Statistical Tests (Kolmogorov Smirnov), Robust Estimators (FastMCD) and more in Python and R.
Rna Seq Tutorial For Gene Differential Expression Analysis
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24
This tutorial is created for educational purpose
Pcatest
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17
R package PCAtest for evaluating the statistical significance of PCA analysis, selecting number of significant PC axes, and testing the contributions of the variables to those PCs.
Data Analysis On Hospital Readmission Data
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5
Analysis on hospital readmission data for diabetic patients using R and Tableau
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