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Python Institute PCAD-31-02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Applied Data Analysis Projects | 20% | - Data Analysis Workflow
|
| Topic 2: Data Analysis Fundamentals | 20% | - Introduction to Data Analysis
|
| Topic 3: Working with Data Using Python Libraries | 30% | - Pandas Library
|
| Topic 4: Python Programming for Data Analysis | 30% | - File Operations
|
Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions:
Which Python control structures are commonly used for data filtering and iterative operations in real-world analytics tasks?
(Choose two)
- A. list comprehensions
- B. decorators
- C. while loops
- D. match-case statements
Correct Answer: A,C π³οΈ
When fetching DATETIME values from a SQL database into Python, which Python data type is most appropriate for storing and manipulating these values?
- A. time.struct_time
- B. float
- C. datetime.datetime
- D. str
Correct Answer: C π³οΈ
What is the primary goal of pre-processing data before performing analysis?
- A. To obscure sensitive information
- B. To minimize the number of data points
- C. To ensure the data is clean, consistent, and suitable for modeling
- D. To compress datasets for storage efficiency
Correct Answer: C π³οΈ
Which features of object-oriented patterns improve clarity and reusability in Python analysis workflows?
(Choose all that apply)
- A. Encapsulating behavior in class methods
- B. Replacing all functions with lambda expressions
- C. Using global variables instead of object properties
- D. Applying inheritance to avoid redundant code
Correct Answer: A,D π³οΈ
What is the primary difference between the == operator and the is operator in Python when used in a data pipeline?
- A. is compares dictionary keys, while == compares keys and values
- B. is checks value equality, while == checks for data type compatibility
- C. == checks identity, while is compares memory addresses
- D. == compares values for equality, while is checks for object identity
Correct Answer: D π³οΈ
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