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math-for-ai / Probability Distributions
mcq
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Q1.

Which distribution describes the number of successes in a fixed number of independent trials?
A. Poisson
B. Binomial
C. Normal
D. Uniform
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Q2.

What is the shape of the normal distribution?
A. Exponential
B. Skewed
C. Bell-shaped
D. Uniform
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Q3.

Which distribution is often used to model rare events?
A. Poisson
B. Exponential
C. Geometric
D. Binomial
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Q4.

The total area under any probability density function (PDF) is:
A. Depends on the distribution
B. 1
C. Infinity
D. 0
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Q5.

What does the uniform distribution over [0,1] have constant?
A. Probability density
B. Variance
C. Cumulative probability
D. Mean