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Python Institute PCAD-31-02 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Exploratory Data Analysis
Topic 2: Data Acquisition and Pre-Processing29.2%
Topic 3: SQL and Data Management
Topic 4: Statistical Methods and Modeling
Topic 5: Data Visualization and Communication

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q118-Q123):

NEW QUESTION # 118
What is the main reason for using try-except blocks in a data analysis script that reads multiple files?

Answer: B


NEW QUESTION # 119
Which of the following would best validate the uniqueness of a primary key in a Pandas DataFrame?

Answer: B


NEW QUESTION # 120
Which features of object-oriented patterns improve clarity and reusability in Python analysis workflows?
(Choose all that apply)

Answer: A,B


NEW QUESTION # 121
Which of the following is the most suitable data structure in Python for representing a tabular row with column names?

Answer: C


NEW QUESTION # 122
Which operations are valid and commonly used on Python lists during data transformation tasks?
(Choose two)

Answer: A,C


NEW QUESTION # 123
......

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