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[Hardware] Accurate PCAD-31-02 Answers - Python Institute PCAD-31-02 First-grade Exams Torr

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【Hardware】 Accurate PCAD-31-02 Answers - Python Institute PCAD-31-02 First-grade Exams Torr

Posted at 1/24/2026 20:13:43      View：57 | Replies：0        Print      Only Author   [Copy Link] 1#
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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q90-Q95):NEW QUESTION # 90
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. Regularly update all packages using pip update all
  • D. Always install packages system-wide for accessibility
Answer: A,B

NEW QUESTION # 91
Which Python construct allows you to iterate over a list of dictionary values and apply conditional logic to accumulate numerical values that meet a certain threshold?
  • A. filter() function with map
  • B. for loop with if condition
  • C. while loop with try block
  • D. lambda expression with reduce
Answer: B

NEW QUESTION # 92
What may occur if a model is evaluated using the same data it was trained on?
  • A. Overfitting
  • B. Overgeneralization
  • C. Underfitting
  • D. Data leakage
Answer: A

NEW QUESTION # 93
Which Pandas methods are commonly used to extract central tendency and dispersion insights from a DataFrame?
(Choose two)
  • A. var()
  • B. median()
  • C. sort_values()
  • D. pivot_table()
Answer: A,B

NEW QUESTION # 94
Why is min-max scaling applied before using algorithms like K-Nearest Neighbors or SVM?
  • A. To convert strings into numeric values
  • B. To prevent features with larger scales from dominating distance calculations
  • C. To make all features interpretable as binary values
  • D. To compress all values into integers
Answer: B

NEW QUESTION # 95
......
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