Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Sample Mean

Data Science and Machine Learning (Theory and Projects) A to Z - Expectations: Sample Mean

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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10 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the connection between the mean of a distribution and its parameters?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the significance of the probability of success in a Bernoulli distribution.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the average of a large number of Bernoulli trials relate to the expected value?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

Discuss the law of large numbers and its implications in statistics.

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What happens to the average computed from data as the amount of data increases?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the expected value of a geometric random variable, and how is it calculated?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

How do the parameters of a binomial distribution relate to its mean?

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