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Python Institute PCAD-31-02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Analysis Fundamentals | 20% | - Introduction to Data Analysis
|
| Topic 2: Applied Data Analysis Projects | 20% | - Data Analysis Workflow
|
| Topic 3: Working with Data Using Python Libraries | 30% | - Pandas Library
|
| Topic 4: Python Programming for Data Analysis | 30% | - Control Flow and Functions
|
Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions:
Which practices are typically part of the data integration process?
(Choose two)
- A. Format standardization
- B. Data encryption
- C. Schema alignment
- D. Neural network training
Correct Answer: A,C π³οΈ
Which of the following is the most suitable data structure in Python for representing a tabular row with column names?
- A. list
- B. set
- C. tuple
- D. dictionary
Correct Answer: D π³οΈ
Which practices enhance both readability and professionalism in spreadsheet formatting?
(Choose two)
- A. Centering all data regardless of type
- B. Using uniform date formats across columns
- C. Applying consistent font and cell styling
- D. Aligning column headers to the left
Correct Answer: B,C π³οΈ
What is the recommended Python library to connect and extract tabular data directly from an Excel file?
- A. openpyxl
- B. csv
- C. matplotlib
- D. sqlite3
Correct Answer: A π³οΈ
Which of the following improves the readability of a spreadsheet used for collaborative data analysis?
- A. Converting numeric values into images
- B. Adding freeze panes to lock header rows
- C. Using colored fonts to highlight every cell
- D. Removing gridlines from all sheets
Correct Answer: B π³οΈ
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