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Python Institute PCED-30-02 Exam Syllabus Topics:

SectionWeightObjectives
Working with Data and Performing Simple Analyses32.5%- Data Analysis with Python Libraries
  • 1. Perform basic operations with NumPy arrays
  • 2. Utilize the collections module for specialized containers
  • 3. Use the math and statistics modules for basic calculations
  • 4. Work with the datetime module for date/time data
- Simple Analytical Techniques
  • 1. Calculate descriptive statistics (mean, median, mode)
  • 2. Identify basic patterns and trends in data
- Data Cleaning and Transformation
  • 1. Handle missing and inconsistent data
  • 2. Perform basic data transformation (filtering, sorting, grouping)
Communicating Insights and Reporting12.5%- Data Visualization
  • 1. Select appropriate visuals for different data types
  • 2. Recognize common visualization types (bar, line, pie charts)
  • 3. Interpret simple data visualizations
- Data Storytelling and Reporting
  • 1. Create clear and concise analytical reports
  • 2. Structure insights as a narrative
  • 3. Present insights with visual and verbal techniques
Introduction to Data and Data Analysis Concepts22.5%- Data Analysis Process and Workflow
  • 1. Identify common data sources and collection methods
  • 2. Describe the steps of the data analysis process
  • 3. Explain the role of data cleaning and preparation
- Define and Classify Data
  • 1. Explain how data becomes meaningful
  • 2. Differentiate structured, semi-structured, and unstructured data
  • 3. Classify data as quantitative or qualitative
- Data Ethics and Privacy
  • 1. Understand basic data privacy concepts
  • 2. Recognize ethical considerations in data handling
Python Basics for Data Analysis32.5%- Data Structures
  • 1. Apply common operations and methods to data structures
  • 2. Work with lists, tuples, dictionaries, and sets
- Python Fundamentals
  • 1. Define and use functions
  • 2. Use variables, data types, and basic operators
  • 3. Implement control flow structures (loops, conditionals)
- File Handling
  • 1. Read from and write to files (text, CSV)
  • 2. Use the csv module for basic CSV operations

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

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 enable seamless sharing of anonymized citizen information with other governmental bodies for collaborative initiatives.
  • B. To uphold data quality for effective service delivery, safeguard citizen privacy and prevent misuse, and comply with data protection laws.
  • C. To streamline the initial capture of citizen details and minimize the administrative burden on both staff and the public.
  • D. To guarantee the long-term availability and integrity of crucial citizen datasets for future policy formulation and evaluation.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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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. None
  • B. Error
  • C. 10
  • D. 5
Reveal Solution  Discussion  0

Correct Answer: C  🗳️

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A Python loop uses range(5, 0, -2) to iterate backward. The programmer expects a decreasing sequence. Which values will actually be generated when this loop runs?

  • A. 4, 2, 0
  • B. 5, 4, 3, 2, 1
  • C. 5, 3
  • D. 5, 3, 1
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Consider the following Python code:

What will be printed when the code above is executed?
40

  • A. [20, 30, 40]
    1
    [1, 2, 4, 5, 6]
  • B. [10, 20, 30, 40]
    1
    [1, 2, 4, 5, 6]
    50
  • C. [20, 30, 40]
    1
    [1, 2, 4, 5, 6]
    50
  • D. [10, 20, 30, 40]
    0
    [1, 2, 3, 4, 5, 6]
    50
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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

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

Correct Answer: A  🗳️

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