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Python Institute PCED-30-02 Exam Syllabus Topics:

SectionObjectives
Python Programming Fundamentals- Basic syntax and data types
  • 1. Variables and operators
    • 2. Control flow basics
      Data Handling and Processing with Python- Data manipulation libraries
      • 1. Pandas fundamentals
        • 2. NumPy basics
          - Working with data structures
          • 1. Lists, tuples, dictionaries
            • 2. Iterating and transformations
              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. Data transformation techniques
                    • 2. Missing values handling
                      - Data visualization
                      • 1. Matplotlib basics
                        • 2. Plot interpretation

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

                          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.
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

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

                          Which of the following statements about Python functions are correct? (Choose two.)

                          • A. A function cannot call itself or be passed as an argument to itself.
                          • B. Default parameters must always come before required ones in the parameter list.
                          • C. Functions can only return numeric values or strings.
                          • D. passexecutes the function body and returns its result.
                          • E. Positional arguments must be passed in the order defined, while keyword arguments can be passed in any order using their parameter names.
                          • F. If a function does not contain a returnstatement, it returns Noneby default.
                          Reveal Solution  Discussion  0

                          Correct Answer: E,F  🗳️

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

                          A list is reversed using slicing: lst[::-1]. The programmer wants to confirm whether this modifies the original list or creates a new one. What is the correct behavior?

                          • A. Creates new list
                          • B. Error
                          • C. Returns None
                          • D. Modifies original
                          Reveal Solution  Discussion  0

                          Correct Answer: A  🗳️

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

                          What will be the output of the following code?

                          • A. 10 5
                          • B. 5 10
                          • C. 5 5
                          • D. 10 10
                          Reveal Solution  Discussion  0

                          Correct Answer: C  🗳️

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

                          A teacher wants to compare the number of students in different school clubs:

                          Which type of chart would be most appropriate to show this comparison? Select the best answer.

                          • A. Bubble chart
                          • B. Bar chart
                          • C. Pie chart
                          • D. Line chart
                          Reveal Solution  Discussion  0

                          Correct Answer: B  🗳️

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

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