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Guaranteed PCAD-31-02 Success | Valid PCAD-31-02 Exam Dumps

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q137-Q142):

NEW QUESTION # 137
Which of the following are true characteristics of bootstrapping in statistics?
(Choose two)

A. It enables confidence interval estimation
B. It assumes a normal distribution
C. It requires a large population sample
D. It uses random sampling with replacement

Answer: A,D

NEW QUESTION # 138
What is the outcome of the following code?
data = [5, 10, 15]
result = [x**2 for x in data if x > 5]
print(result)

A. [10, 15]
B. [25, 100, 225]
C. [25, 100]
D. [100, 225]

Answer: D

NEW QUESTION # 139
Which SQL command should a data analyst use to modify existing records in a database table based on specific conditions?

A. INSERT
B. CREATE
C. SELECT
D. UPDATE

Answer: D

NEW QUESTION # 140
Which of the following statements correctly describe best practices when managing Python modules and packages in data analytics workflows?
(Choose two)

A. Use PIP to install and uninstall third-party libraries as needed
B. Use virtual environments to isolate project dependencies
C. Always install packages system-wide for accessibility
D. Regularly update all packages using pip update all

Answer: A,B

NEW QUESTION # 141
What is the purpose of using df.loc[2:5, 'column1'] in a Pandas DataFrame?

A. Returns rows 2 to 4 in 'column1'
B. Returns rows 2 through 5 in 'column1'
C. Returns a new DataFrame excluding 'column1'
D. Returns the entire DataFrame

Answer: B

NEW QUESTION # 142
......

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