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Last Updated: Oct 23, 2026

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Python Institute PCED-30-02 Exam Syllabus Topics:

SectionObjectives
Data Handling and Processing with Python- Data manipulation libraries
  • 1. Pandas fundamentals
    • 2. NumPy basics
      - Working with data structures
      • 1. Iterating and transformations
        • 2. Lists, tuples, dictionaries
          Python Programming Fundamentals- Basic syntax and data types
          • 1. Variables and operators
            • 2. Control flow basics
              Basic Statistics for Data Analysis- Descriptive statistics
              • 1. Variance and standard deviation
                • 2. Mean, median, mode
                  Data Analysis and Visualization- Data cleaning and preprocessing
                  • 1. Missing values handling
                    • 2. Data transformation techniques
                      - Data visualization
                      • 1. Plot interpretation
                        • 2. Matplotlib basics

                          Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:

                          Question #1

                          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
                          Reveal Solution  Discussion  0

                          Correct Answer: A  🗳️

                          Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

                          Question #2

                          You are reading a data.csvfile line by line. To prepare each line for formatting with f-strings, you need to remove extra whitespace and split the values by commas.
                          Which line should you insert to correctly clean and parse the input?

                          • A. fields = line.split(', ').trim()
                          • B. fields = line.strip().split(', ')
                          • C. fields = line.replace(', ', '|').split('|')
                          • D. fields = line.split().strip(', ')
                          Reveal Solution  Discussion  0

                          Correct Answer: B  🗳️

                          Question #3

                          You are developing a temperature control module for a laboratory incubator. Your objectives are to:
                          - generate timestamps every 10 minutes over a 3-hour span (i.e., 0 to 180 minutes), and
                          - simulate five evenly spaced target temperatures between 35.0°C and 37.0°C for system calibration.
                          Which code snippet correctly produces both sequences using NumPy? Select the best answer.
                          import numpy as np

                          • A. timestamps = np.linspace(0, 180, 10)
                            target_temps = np.arange(35.0, 37.0, 5)
                            import numpy as np
                          • B. timestamps = np.linspace(0, 181, 10)
                            target_temps = np.arange(35.0, 37.0, 0.5)
                            import numpy a3 np
                          • C. timestamps = np.arange(0, 180, 10)
                            target_temps = np.linspace(35.0, 37.0, 4)
                            import numpy as np
                          • D. timestamps = np.arange(0, 181, 10)
                            target_temps = np.linspace(35.0, 37.0, 5)
                          Reveal Solution  Discussion  0

                          Correct Answer: D  🗳️

                          Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

                          Question #4

                          A Python developer is testing truth values of different data types using the bool() function. The expression bool([0]) is evaluated in the script. What result should be expected when this expression is printed?

                          • A. Error
                          • B. None
                          • C. False
                          • D. True
                          Reveal Solution  Discussion  0

                          Correct Answer: D  🗳️

                          Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

                          Question #5

                          A program compares two values using == and is. The variables a = 256 and b = 256 are defined.
                          What is the expected result of a is b in most Python implementations?

                          • A. Error
                          • B. None
                          • C. False
                          • D. True
                          Reveal Solution  Discussion  0

                          Correct Answer: D  🗳️

                          Explanation: Only visible for TrainingQuiz members. You can sign-up / login (it's free).

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