Probability Statistics - The Foundations of Machine Learning - Simulating Coin Flips for Probability

Interactive Video
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Computers
•
9th - 10th Grade
•
Hard
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10 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary purpose of using code to simulate coin flips in experiments?
To practice coding skills
To understand the concept of randomness
To avoid using real coins
To generate random numbers for other purposes
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In a fair coin simulation, what determines whether a flip results in heads or tails?
The number of flips
The value of the random number generated
The type of coin used
The speed of the computer
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Why is it important to make randomness reproducible in experiments?
To ensure the experiment is fair
To allow others to verify the results
To reduce the number of errors
To make the experiment faster
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the role of a seed in generating random numbers?
To increase randomness
To reduce the number of random numbers needed
To ensure the same sequence of random numbers is generated
To speed up the computation
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
How can you handle a situation where a key is missing in a dictionary when calculating probabilities?
By restarting the experiment
By manually adding the key
By ignoring the missing key
By using a default dictionary
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the advantage of using a default dictionary in probability calculations?
It reduces memory usage
It increases the accuracy of results
It automatically handles missing keys
It speeds up the calculations
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
When scaling up experiments to 1000 flips, what is the expected outcome for the probability of heads?
Approximately 0.25
Exactly 0.75
Approximately 0.5
Exactly 0.5
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