Python Institute PCED-30-02 : PCED - Certified Entry-Level Data Analyst with Python

PCED-30-02 real exams

Exam Code: PCED-30-02

Exam Name: PCED - Certified Entry-Level Data Analyst with Python

Updated: Jul 31, 2026

Q & A: 52 Questions and Answers

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Python Institute PCED-30-02 Exam Syllabus Topics:

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

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

                          1. A variable is assigned using chained assignment: a = b = c = 10. The developer then changes b =
                          5. What will be the value of a after this operation?

                          A) Error
                          B) None
                          C) 5
                          D) 10


                          2. 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)


                          3. 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)


                          4. A program uses while False: followed by print statements inside the loop. The developer expects output. What will actually happen during execution?

                          A) Error
                          B) Prints once
                          C) Infinite loop
                          D) No execution


                          5. 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


                          Solutions:

                          Question # 1
                          Answer: D
                          Question # 2
                          Answer: D
                          Question # 3
                          Answer: B
                          Question # 4
                          Answer: D
                          Question # 5
                          Answer: D

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