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Python Institute PCED-30-02 Exam Syllabus Topics:

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

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

You are given the following list of daily step counts:
steps = [8230, 9020, 7640, 8760, 10020, 2546, 9817]
Your task is to calculate:
- the standard deviation of the step counts,
- the average rounded up to the nearest whole number, and
- the median of the step counts.
Which code snippet correctly performs all three tasks? Select the best answer.
import statistics

  • A. import math
    print(statistics.variance(steps))
    print(math.ceil(sum(steps) / len(steps)))
    print(math.floor(statistics.median(steps)))
    import statistics
  • B. import math
    print(math.stdev(steps))
    print(statistics.mean(steps))
    print(statistics.median(steps))
    import statistics
  • C. import math
    print(statistics.stdev(steps))
    print(round(math.mean(steps)))
    print(math.median(steps))
    import statistics
  • D. import math
    print(statistics.stdev(steps))
    print(math.ceil(statistics.mean(steps)))
    print(statistics.median(steps))
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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

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

Which statements are most accurate? (Choose two.)

  • A. Leisure and meals combined equal the time spent at school.
  • B. Commuting is the second most time-consuming activity.
  • C. Leisure accounts for a moderate portion of the student's daily schedule, larger than commuting but smaller than the time spent at school.
  • D. More time is spent commuting than on leisure.
  • E. School and homework together take up half of the day's time.
  • F. Sleep and school take up the majority of time in a day.
Reveal Solution  Discussion  0

Correct Answer: C,F  🗳️

A loop includes a break statement when a condition is met. The programmer wants to understand how break affects loop execution. What happens when break is executed inside the loop?

  • A. Loop ends immediately
  • B. Skips one iteration
  • C. Loop restarts
  • D. Error
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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

You are given a short Python script that uses both arithmetic and assignment operators. The variable x is initialized as 4, then updated using x *= 2 + 3. What will be printed when the final value of x is displayed?

  • A. 14
  • B. 20
  • C. 24
  • D. 10
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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

Given the following string:
text = "Report2024Final"
Which of the following statements are entirely correct? (Choose two.)

  • A. text.capitalize()changes Report2024Finalto REPORT2024FINAL, and text.find("2024")returns 6
  • B. text[-6].isdigit() returns True, text.startswith("r") returns True
  • C. text.capitalize()changes Finalto lowercase, and text.find ("L")returns True
  • D. text[6:8].isdigit()returns True, and text.endswith("Final")returns True
  • E. text.isalpha()returns True, and text.find ("2024")returns True
  • F. text[0:6].isalpha() returns True, and text.find("2024") returns 6
Reveal Solution  Discussion  0

Correct Answer: C,D,F  🗳️

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

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