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Probability Distributions

Explore the fundamentals of probability distributions including discrete and continuous data types. Understand how uniform, binomial, and normal distributions model real-world scenarios and learn to calculate probabilities using Python functions. This lesson enables you to interpret data trends and assess stability through statistical methods.

Definition

The probability distribution function informs us what the probabilities of a range of outcomes defined in a random variable will be.

Rx=[1,2,3,4]R_{x}=[1,2,3,4]

Px=[0.95,0.02,0.01,0.02]P_{x}=[0.95, 0.02, 0.01, 0.02] ...