12 Questions
What does np.random.randint(0, 5, 3) produce?
Gives 3 random integers between 0 and 5
What does np.random.rand(5) produce?
Gives an array with 5 random float values
What is true about a random outcome?
The outcome is not predictable in advance
What must the probabilities of all possible outcomes add up to in a random phenomenon?
Exactly 1
What does np.random.choice([24,10,12,35,5]) output?
One of the values [24,10,12,35,5] at random
What is important for the probability of an outcome to obey?
Probability must be between 0 and 1
What is the purpose of 'data cleaning' in the context of this lecture?
Handling missing values
Which numpy method is used to generate a random float value between 0 and 1?
np.random.rand()
What output value range does np.random.randint(0, 5) produce?
Between 0 and 5
In numpy, what does np.random.randint(0, 5, (2,3)) do?
Generates a 2x3 matrix of random integers between 0 and 5
What is the difference between np.random.randint(0, 5) and np.random.rand()?
Output type (integer vs float)
What does 'Handling missing values' refer to in the context of this lecture?
Dealing with values that are not present in the dataset
This quiz covers topics such as writing and reading data, data cleaning, handling missing values, and generating random numbers using numpy in Python. Explore the differences in outputs between np.random.randint() and np.random.rand().
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