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Python Institute PCED-30-02 Exam Syllabus Topics:

SectionObjectives
Basic Statistics for Data Analysis- Descriptive statistics
  • 1. Mean, median, mode
    • 2. Variance and standard deviation
      Python Programming Fundamentals- Basic syntax and data types
      • 1. Control flow basics
        • 2. Variables and operators
          Data Handling and Processing with Python- Working with data structures
          • 1. Lists, tuples, dictionaries
            • 2. Iterating and transformations
              - Data manipulation libraries
              • 1. NumPy basics
                • 2. Pandas fundamentals
                  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 Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:

                          1. A government agency collects citizen data for various public services.
                          What is the primary reason for emphasizing careful data management throughout the entire data lifecycle in this context? Select the best answer.

                          A) To streamline the initial capture of citizen details and minimize the administrative burden on both staff and the public.
                          B) To uphold data quality for effective service delivery, safeguard citizen privacy and prevent misuse, and comply with data protection laws.
                          C) To guarantee the long-term availability and integrity of crucial citizen datasets for future policy formulation and evaluation.
                          D) To enable seamless sharing of anonymized citizen information with other governmental bodies for collaborative initiatives.


                          2. A loop is designed using range(1, 6, 2) to iterate through numbers. The developer wants to know exactly which values will be generated during execution. Which sequence correctly represents the values produced?

                          A) 1, 3
                          B) 1, 3, 5
                          C) 1, 2, 3, 4, 5
                          D) 2, 4, 6


                          3. An online retailer collects customer reviews, order transaction logs, and product ratings.
                          Which of the following correctly classifies these types of data? Select the best answer.

                          A) Product ratings are qualitative and structured; customer reviews are qualitative and unstructured; transaction logs are quantitative and semi-structured.
                          B) Product ratings are quantitative and unstructured; customer reviews are structured and qualitative; transaction logs are quantitative and unstructured.
                          C) Product ratings are quantitative and structured; customer reviews are qualitative and unstructured; transaction logs are structured and quantitative
                          D) Product ratings are qualitative and unstructured; customer reviews are quantitative and structured; transaction logs are semi-structured and qualitative.


                          4. The following chart shows how a student spends 24 hours in a day:

                          Which statements are most accurate? (Choose two.)

                          A) School and homework together take up half of the day's time.
                          B) Leisure accounts for a moderate portion of the student's daily schedule, larger than commuting but smaller than the time spent at school.
                          C) Leisure and meals combined equal the time spent at school.
                          D) More time is spent commuting than on leisure.
                          E) Sleep and school take up the majority of time in a day.
                          F) Commuting is the second most time-consuming activity.


                          5. What will be the output of the following code?

                          A) 10 10
                          B) 5 10
                          C) 10 5
                          D) 5 5


                          Solutions:

                          Question # 1
                          Answer: B
                          Question # 2
                          Answer: B
                          Question # 3
                          Answer: C
                          Question # 4
                          Answer: B,E
                          Question # 5
                          Answer: D

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