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Mini projects to practice the application of inferential statistical concepts (Hypothesis Testing, Simple/Multiple/Logistic Regression, etc.) in Python (NumPy, Pandas, matplotlib)
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11
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Logistic regression using statsmodels and scikit learn in Python
83e567cView on GitHubMultiple regression modelling using pandas, statsmodels libraries including data cleaning, exploring and regression model analysis
415e1c8View on GitHubSimple Regression models on multiple datasets using statsmodels and pandas libraries
763f648View on GitHubNumPy and Pandas to analyse datasets using confidence intervals and hypothesis testing
c26ce46View on GitHubSimulate different probability distributions using NumPy and Pandas in Python
0578f06View on GitHub