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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q51-Q56):

NEW QUESTION # 51
Which techniques can be used to select a subset of rows and columns from a DataFrame using labels?
(Choose two)

Answer: A,D


NEW QUESTION # 52
Which of the following techniques are commonly used in the standardization of textual or categorical data during preprocessing?
(Choose two)

Answer: B,D


NEW QUESTION # 53
Which operations are valid when working with Pandas Series?
(Choose two)

Answer: A,B


NEW QUESTION # 54
Which storage system is best suited for storing and retrieving large volumes of unstructured data, such as images or logs?

Answer: D


NEW QUESTION # 55
What is the primary role of the pandas library in the Python data science ecosystem?

Answer: D


NEW QUESTION # 56
......

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