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| Section | Objectives |
|---|---|
| Topic 1: Python Programming Fundamentals | - Basic syntax and data types
|
| Topic 2: Data Handling and Processing with Python | - Working with data structures
|
| Topic 3: Basic Statistics for Data Analysis | - Descriptive statistics
|
| Topic 4: Data Analysis and Visualization | - Data visualization
|
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
C) 5, 4, 3, 2, 1
D) 5, 3, 1
2. What will be the output of the following code?
A) 5 5
B) 5 10
C) 10 10
D) 10 5
3. A program uses while False: followed by print statements inside the loop. The developer expects output. What will actually happen during execution?
A) Prints once
B) Infinite loop
C) Error
D) No execution
4. You are writing a function to validate battery voltage readings. The rules are:
- If the reading is "MISSING"or None, return "Missing".
- If the value is below 2.5or above 4.2, return "Outlier".
Otherwise, return "Normal".
Which version correctly implements this logic using the most robust conditional and nested structures? Select the best answer.
A)
B)
C)
D) 
5. 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) Error
C) True
D) None
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: C |
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