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| Section | Weight | Objectives |
|---|
| Data Acquisition and Pre-Processing | 29.2% | |
| SQL and Data Management | | |
| Data Visualization and Communication | | |
| Exploratory Data Analysis | | |
| Statistical Methods and Modeling | | |
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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q61-Q66):
NEW QUESTION # 61
Which of the following improves the readability of a spreadsheet used for collaborative data analysis?
- A. Adding freeze panes to lock header rows
- B. Using colored fonts to highlight every cell
- C. Removing gridlines from all sheets
- D. Converting numeric values into images
Answer: A
NEW QUESTION # 62
What may occur if a model is evaluated using the same data it was trained on?
- A. Overgeneralization
- B. Underfitting
- C. Overfitting
- D. Data leakage
Answer: C
NEW QUESTION # 63
Which Python control structures are commonly used for data filtering and iterative operations in real-world analytics tasks?
(Choose two)
- A. while loops
- B. match-case statements
- C. list comprehensions
- D. decorators
Answer: A,C
NEW QUESTION # 64
Why is it important to adjust data presentations based on the audience's background?
- A. To include as many technical terms as possible
- B. To simplify all metrics to percentages only
- C. To ensure the data is understood and supports actionable insights
- D. To avoid using charts altogether
Answer: C
NEW QUESTION # 65
What is the primary role of the pandas library in the Python data science ecosystem?
- A. Performing statistical tests
- B. Reducing execution time of compiled code
- C. Manipulating labeled data structures
- D. Visualizing large datasets
Answer: C
NEW QUESTION # 66
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