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[General] Get the Python Institute PCAD-31-02 Certification within the Target Period

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【General】 Get the Python Institute PCAD-31-02 Certification within the Target Period

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q95-Q100):NEW QUESTION # 95
Which of the following libraries is specifically optimized for high-performance numerical computation with multi-dimensional arrays in Python?
  • A. matplotlib
  • B. seaborn
  • C. NumPy
  • D. pandas
Answer: C

NEW QUESTION # 96
What is one potential risk of dynamically constructing SQL queries using string concatenation in Python scripts?
  • A. Exposure to SQL injection attacks
  • B. Increased memory usage
  • C. Missing foreign key constraints
  • D. Slower database performance
Answer: A

NEW QUESTION # 97
Which approaches are commonly used to extract structured data from APIs in Python?
(Choose two)
  • A. Load CSV directly with re.compile()
  • B. Access data using requests.get() and parse it with .json()
  • C. Open Excel files using matplotlib
  • D. Use the requests module to retrieve JSON responses
Answer: B,D

NEW QUESTION # 98
Which method in a Python class is responsible for initializing the object's attributes at the time of creation?
  • A. __main__()
  • B. __str__()
  • C. __init__()
  • D. __getattr__()
Answer: C

NEW QUESTION # 99
What does the standard deviation of a dataset represent in the context of statistical analysis?
  • A. The most frequently occurring value
  • B. The average squared distance from the mean
  • C. The number of outliers in the dataset
  • D. The sum of all values in the dataset
Answer: B

NEW QUESTION # 100
......
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