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Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:
1. A Python loop uses range(5, 0, -2) to iterate backward. The programmer expects a decreasing sequence. Which values will actually be generated when this loop runs?
A) 4, 2, 0
B) 5, 3, 1
C) 5, 3
D) 5, 4, 3, 2, 1
2. A list is defined as [1, 2, 3]. The programmer uses the method .append([4, 5]). What will the resulting list look like after execution?
A) [1,2,3,[4,5]]
B) [4,5,1,2,3]
C) Error
D) [1,2,3,4,5]
3. A financial technology company is reviewing its data practices to ensure legal and ethical compliance.
Which of the following actions would support responsible data handling and align with regulations like GDPR, HIPAA, and CCPA? (Choose two.)
A) Providing users with a clear explanation of how their data is used and obtaining explicit consent.
B) Automatically opting users into data sharing unless they manually change settings.
C) Implementing encryption for both stored and transmitted customer data.
D) Retaining user data permanently unless users explicitly request deletion.
E) Limiting data access only to marketing staff to streamline personalization.
4. A Python script includes the expression not False and True. The developer is unsure how logical operators are evaluated in terms of precedence. What will be the final Boolean result of this expression?
A) False
B) None
C) True
D) Error
5. A dictionary is defined as d = {"a":1, "b":2}. The programmer accesses d["c"]. What happens when this line executes?
A) Raises KeyError
B) Returns None
C) Returns 0
D) Adds key automatically
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: A,C | Question # 4 Answer: C | Question # 5 Answer: A |





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