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Python Institute PCAD-31-02 Exam Syllabus Topics:

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

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q97-Q102):

NEW QUESTION # 97
Which Python library is most commonly used to establish a connection to a SQLite database and perform SQL operations?

Answer: C


NEW QUESTION # 98
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 # 99
What is the primary goal of pre-processing data before performing analysis?

Answer: A


NEW QUESTION # 100
Which of the following are key differences between Pandas and NumPy arrays?
(Choose two)

Answer: B,D


NEW QUESTION # 101
Why is it important to manage object identity correctly in complex data analysis pipelines?

Answer: D


NEW QUESTION # 102
......

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