📊 Statistics

1

Bias Variance Tradeoff

Understanding of Under fitting (Bias) and Overfitting(Variance)

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2

Hypothesis Testing

t-test, chi-square, ANOVA

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3

Regression Analysis

Linear and logistic regression

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4

Probability Distributions

Normal, binomial, poisson

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