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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q25-Q30):

NEW QUESTION # 25
Which of the following statements correctly describe best practices when managing Python modules and packages in data analytics workflows?
(Choose two)

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

Answer: A,C

NEW QUESTION # 26
Which actions are considered part of basic data validation tasks in Python using Pandas?
(Choose two)

A. Checking for duplicate rows
B. Replacing NULL values with placeholders
C. Sorting the data frame by index
D. Confirming numeric columns contain only integers

Answer: A,D

NEW QUESTION # 27
Which method is used after grouping a DataFrame to compute the average value for each group in a specific column?

A. groupby().aggregate()
B. groupby().max()
C. groupby().count()
D. groupby().mean()

Answer: D

NEW QUESTION # 28
Which techniques are most effective when designing reusable and testable functions in Python?
(Choose two)

A. Creating large monolithic functions
B. Use of default parameters
C. Returning print statements instead of values
D. Avoiding external state or side effects

Answer: B,D

NEW QUESTION # 29
Which function is used to reshape a NumPy array without modifying the original data values?

A. reshape()
B. flatten()
C. transpose()
D. resize()

Answer: A

NEW QUESTION # 30
......

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Test PCAD-31-02 Pdf | Latest PCAD-31-02 Exam Pattern

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Latest PCAD-31-02 Exam Pattern, Real PCAD-31-02 Dumps

Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q25-Q30):

Python Institute PCAD-31-02 Exam | Test PCAD-31-02 Pdf - Valuable Latest Exam Pattern for your PCAD-31-02 Studying

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