Python Institute PCED - Certified Entry-Level Data Analyst with Python : PCED-30-02

  • Exam Code: PCED-30-02
  • Exam Name: PCED - Certified Entry-Level Data Analyst with Python
  • Updated: Oct 04, 2026
  • Q & A: 52 Questions and Answers

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Python Institute PCED-30-02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Introduction to Data and Data Analysis Concepts22.5%- Definition and classification of data
  • 1. Process of turning raw data into insights
  • 2. Role of data in decision-making and business
  • 3. Difference between data, information, and knowledge
- Data lifecycle and ethical considerations
  • 1. Data collection, storage, processing, usage, and sharing
  • 2. Privacy, security, bias, and fairness in data
- Basic statistical concepts
  • 1. Population, sample, variable, observation
  • 2. Descriptive vs inferential statistics
- Data types and measurement scales
  • 1. Nominal, ordinal, interval, ratio scales
  • 2. Qualitative vs quantitative data
Topic 2: Python Basics for Data Analysis32.5%- Core Python syntax and data types
  • 1. Variables, numbers, strings, booleans
  • 2. Lists, tuples, sets, dictionaries
- Introduction to NumPy
  • 1. Arrays, basic operations, indexing, slicing
- Built-in modules for data work
  • 1. math, statistics, datetime, collections, csv
- Control flow and functions
  • 1. Conditional statements, loops, iteration
  • 2. Defining and calling functions, parameters, return values
  • 3. Basic exception handling
Topic 3: Working with Data and Performing Simple Analysis25%- Data cleaning and preparation
  • 1. Handling missing values, duplicates, and errors
  • 2. Filtering, sorting, transforming data
  • 3. Formatting and standardizing values
- Exploratory data analysis
  • 1. Identifying patterns, trends, and outliers
  • 2. Calculating mean, median, mode, range, variance, standard deviation
- Data aggregation and grouping
  • 1. Summarizing and grouping datasets
- Data acquisition and loading
  • 1. Importing data from external sources
  • 2. Reading text, CSV, and structured files
Topic 4: Data Visualization and Communication20%- Interpreting and presenting results
  • 1. Reporting findings clearly and concisely
  • 2. Deriving conclusions and insights
- Principles of effective data visualization
  • 1. Choosing appropriate chart types
  • 2. Clarity, simplicity, and accuracy
- Creating basic visualizations
  • 1. Line charts, bar charts, histograms, pie charts
  • 2. Using text and simple plotting tools

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

Question #1

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

Correct Answer: C  🗳️

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Question #2

Consider a Python program that assigns a string value "5" to a variable and then attempts to multiply it by an integer 3. The programmer expects numeric multiplication. What will actually happen when the code is executed?

  • A. Error
  • B. 15
  • C. 8
  • D. "555"
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

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

Correct Answer: B,C,F  🗳️

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Question #4

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

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

Correct Answer: D,F  🗳️

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Question #5

A Python developer is testing truth values of different data types using the bool() function. The expression bool([0]) is evaluated in the script. What result should be expected when this expression is printed?

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

Correct Answer: C  🗳️

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