Exam Name: PCED - Certified Entry-Level Data Analyst with Python
Certification Provider: Python Institute
Corresponding Certification: Python Institute PCED
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Python Institute PCED-30-02 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Python Basics for Data Analysis | 32.5% | - Python Fundamentals
|
| Introduction to Data and Data Analysis Concepts | 22.5% | - Data Analysis Process and Workflow
|
| Communicating Insights and Reporting | 12.5% | - Data Visualization
|
| Working with Data and Performing Simple Analyses | 32.5% | - Data Cleaning and Transformation
|
Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:
You are developing a temperature control module for a laboratory incubator. Your objectives are to:
- generate timestamps every 10 minutes over a 3-hour span (i.e., 0 to 180 minutes), and
- simulate five evenly spaced target temperatures between 35.0°C and 37.0°C for system calibration.
Which code snippet correctly produces both sequences using NumPy? Select the best answer.
import numpy as np
- A. timestamps = np.arange(0, 180, 10)
target_temps = np.linspace(35.0, 37.0, 4)
import numpy as np - B. timestamps = np.arange(0, 181, 10)
target_temps = np.linspace(35.0, 37.0, 5) - C. timestamps = np.linspace(0, 180, 10)
target_temps = np.arange(35.0, 37.0, 5)
import numpy as np - D. timestamps = np.linspace(0, 181, 10)
target_temps = np.arange(35.0, 37.0, 0.5)
import numpy a3 np
Correct Answer: B 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
Which of the following statements about Python functions are correct? (Choose two.)
- A. Positional arguments must be passed in the order defined, while keyword arguments can be passed in any order using their parameter names.
- B. A function cannot call itself or be passed as an argument to itself.
- C. passexecutes the function body and returns its result.
- D. If a function does not contain a returnstatement, it returns Noneby default.
- E. Functions can only return numeric values or strings.
- F. Default parameters must always come before required ones in the parameter list.
Correct Answer: A,D 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
You are writing a function named process_data()to read and process numerical input from a file. The function must:
- read the file data.txt,
- attempt to convert the first line into an integer,
- handle file, conversion, or index-related exceptions,
- print the value only if no error occurs,
- and always print a final message after execution.
Which implementation correctly and robustly meets all these conditions? Select the best answer.
- A.
- B.
- C.
Correct Answer: C 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
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. True
- B. None
- C. Error
- D. False
Correct Answer: A 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
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. 10
- B. 5
- C. None
- D. Error
Correct Answer: A 🗳️
Explanation: Only visible for ITPassLeader members. You can sign-up / login (it's free).
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