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Python Institute PCAD-31-02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Data Analysis Fundamentals | 20% | - Data Collection and Preparation
|
| Applied Data Analysis Projects | 20% | - Exploratory Data Analysis (EDA)
|
| Python Programming for Data Analysis | 30% | - File Operations
|
| Working with Data Using Python Libraries | 30% | - Data Visualization
|
Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions:
1. Which operations are valid when working with Pandas Series?
(Choose two)
A) Arithmetic vector operations
B) Using .columns to rename
C) Applying NumPy universal functions
D) Merging by index using merge()
2. Which data collection method is most appropriate when gathering opinions from a target audience at scale?
A) Surveys
B) Transactional data
C) Web scraping
D) Sensor logs
3. Which file format is most suitable for exchanging large tabular datasets with consistent column data types across systems?
A) .xml
B) .csv
C) .txt
D) .json
4. Which practices are considered part of professional Python scripting standards?
(Choose two)
A) Using consistent indentation and naming conventions
B) Avoiding use of modules and libraries
C) Including in-line comments and docstrings
D) Avoiding error handling to keep code clean
5. Which operation would most efficiently apply element-wise multiplication to two NumPy arrays of equal size?
A) numpy.matrix()
B) numpy.outer()
C) array1 * array2
D) array1.dot(array2)
Solutions:
| Question # 1 Answer: A,C | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: A,C | Question # 5 Answer: C |






