Data Science and Machine Learning (Theory and Projects) A to Z - Mathematical Derivations for Math Lovers (Optional): Bi

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7 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does 'N choose K' represent in combinatorics?
The number of permutations of N objects
The number of ways to choose K objects from N distinct objects
The probability of K successes in N trials
The factorial of N divided by K
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In a series of independent Bernoulli trials, what does the variable 'P' represent?
The probability of success in each trial
The number of successes
The total number of failures
The number of trials
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How can the probability of K successes in N Bernoulli trials be calculated?
By using the formula P^K * (1-P)^(N-K)
By adding the probabilities of all possible outcomes
By dividing the number of successes by the number of trials
By multiplying the probability of success by the number of trials
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What does a bit string represent in the context of Bernoulli trials?
A random sequence of numbers
A sequence of trials with all failures
A sequence of trials with all successes
A sequence of trials with a specific number of successes and failures
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How many different bit strings can represent two successes in three trials?
Four
Three
Two
One
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the probability mass function (PMF) used for in a binomial distribution?
To find the probability of a specific number of successes
To calculate the mean of a distribution
To estimate the standard deviation
To determine the variance of a distribution
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which topic is mentioned as a future discussion point related to binomial random variables?
Maximum likelihood estimation
Central limit theorem
Bayesian inference
Linear regression
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