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Python Institute PCED-30-02 Exam Syllabus Topics:

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

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                          Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions (Q39-Q44):

                          NEW QUESTION # 39
                          A Python script checks membership using "a" in "apple". The developer wants to understand how membership works for strings. What result will this expression produce?

                          Answer: C

                          Explanation:
                          The in operator checks for substring presence. Since the character "a" exists in "apple", the expression evaluates to True, demonstrating how membership works for strings in Python.


                          NEW QUESTION # 40
                          A script defines a variable x = None and checks its truth value using a conditional statement. The developer wants to understand how Python evaluates None in Boolean contexts. What will bool(x) return?

                          Answer: D

                          Explanation:
                          The value None represents the absence of a value and is treated as False in Boolean expressions. Therefore, calling bool(None) returns False, similar to empty containers or zero values.


                          NEW QUESTION # 41
                          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?

                          Answer: C

                          Explanation:
                          Slicing creates a new list object rather than modifying the original. The expression lst[::-1] returns a reversed copy, leaving the original list unchanged.


                          NEW QUESTION # 42
                          Which of the following statements about Python functions are correct? (Choose two.)

                          Answer: A,D

                          Explanation:
                          Positional arguments are matched to parameters by their position, so they must follow the defined order, while keyword arguments are matched by name and can be provided in any order. If a function completes without an explicit return statement, Python returns None automatically.


                          NEW QUESTION # 43
                          An e-commerce site records every product view and purchase.
                          Which of the following best describes how these logs become marketing insights?

                          Answer: D

                          Explanation:
                          Marketing insights are produced when raw event logs are structured, analyzed, and interpreted to generate meaningful metrics such as conversion rates. These interpreted results transform data into actionable knowledge about customer behavior and preferences.


                          NEW QUESTION # 44
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