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Python Institute PCAD-31-02 Exam Syllabus Topics:

SectionWeightObjectives
Data Visualization and Communication
Data Acquisition and Pre-Processing29.2%
Statistical Methods and Modeling
Exploratory Data Analysis
SQL and Data Management

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q14-Q19):

NEW QUESTION # 14
Which file formats are commonly used for hierarchical or nested data structures in data acquisition?
(Choose two)

Answer: A,B


NEW QUESTION # 15
Which SQL commands are typically used to retrieve and manipulate data in a data analysis context?
(Choose all that apply)
Response:

Answer: B,C


NEW QUESTION # 16
What is one potential risk of dynamically constructing SQL queries using string concatenation in Python scripts?

Answer: B


NEW QUESTION # 17
Which method in a Python class is responsible for initializing the object's attributes at the time of creation?

Answer: A


NEW QUESTION # 18
Which methods can be used to validate data types and structure in a Pandas DataFrame?
(Choose two)

Answer: B,D


NEW QUESTION # 19
......

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